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Author SHA1 Message Date
Himanshu-Sangshetti 75e9efa261 fix(eve): address review — async-write status, reasoning filter, turn-bounded capture, best-effort dedup
Review by @kartik-mem0. Root cause across all four: Mem0's hosted add with
infer:true is async and returns a PENDING event before the memory is visible.

- store.ts/tools.ts: add() returns AddResult{status,eventId} via parseAddResult;
  the v3 add path returns {status:"PENDING", event_id}, so remember reports
  {status:"queued", eventId} for async writes and {status:"saved"} only when
  resolved. FAILED/unknown status maps to completed, not queued.
- messages.ts: drop typed non-text parts (reasoning no longer leaks into memory);
  bound the captured assistant reply to the current turn and collect all of its
  text segments (text->tool->text) instead of a stale prior answer.
- capture.ts + README + eve.mdx: document operationId dedup as best-effort
  (lookup+add is not atomic; pending/concurrent windows can double-write);
  removed the "restart replays cannot write twice" claim.

Tests: 68 pass (+15). Added reasoning, tool-only/cross-turn, multi-segment,
pending/concurrent capture replay, and PENDING/FAILED add-result cases.
Typecheck + build clean.
2026-09-12 00:36:29 +09:00
Himanshu-SangshettiandCursor 10d6717068 fix(eve): scope forget, persist capture idempotency, and fail closed
Review findings: delete was not partitioned by scope.key, capture
replay after restart could double-write, and Mem0 errors were swallowed
as empty recall.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-09 10:48:26 +08:00
Himanshu-SangshettiandCursor 1d83bb0835 feat(integrations): add @mem0/eve memory provider
Give Eve agents a first-class Mem0 recall/capture provider so they can use Mem0 in the agent loop instead of MCP.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-09 10:01:26 +08:00
415 changed files with 27063 additions and 31492 deletions
+1 -1
View File
@@ -8,7 +8,7 @@
"name": "mem0",
"source": {
"source": "local",
"path": "./integrations/codex-plugin"
"path": "./integrations/mem0-plugin"
},
"policy": {
"installation": "AVAILABLE",
+1 -1
View File
@@ -12,7 +12,7 @@
"name": "mem0",
"source": "./integrations/claude-code-plugin",
"description": "Cross-session memory and token savings for coding agents.",
"version": "0.3.1"
"version": "0.3.0"
}
]
}
+1 -1
View File
@@ -8,7 +8,7 @@
"name": "mem0",
"source": {
"source": "local",
"path": "./integrations/codex-plugin"
"path": "./integrations/mem0-plugin"
},
"policy": {
"installation": "AVAILABLE",
+3 -3
View File
@@ -10,9 +10,9 @@
"plugins": [
{
"name": "mem0",
"source": "./integrations/cursor-plugin",
"description": "Cross-session memory and token savings for coding agents.",
"version": "0.3.1"
"source": "./integrations/mem0-plugin",
"description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search.",
"version": "0.2.15"
}
]
}
+5 -3
View File
@@ -18,14 +18,15 @@ Package workflows keep their own push-to-main and manual triggers. Their `pull_r
| Python CLI | `cli-python-ci.yml` | Push to main (`cli/python/`), manual | Ruff + pytest + hatch build on Python 3.10, 3.11, 3.12 |
| Node CLI | `cli-node-ci.yml` | Push to main (`cli/node/`), manual | Biome + tsc + vitest + tsup on Node 20, 22 |
| OpenClaw | `openclaw-checks.yml` | Push to main (`integrations/openclaw/`), manual | tsc + vitest (Codecov) + tsup on Node 20, 22 |
| Agent Plugins Python | `agent-plugins-python-checks.yml` | Push to main (shared Python core and native/portable plugin directories), manual | Runtime tests on Python 3.10; full pytest on 3.11, 3.12; ruff + generated-package drift on 3.12 |
| Agent Plugins TypeScript | `agent-plugins-typescript-checks.yml` | Push to main (`integrations/agent-plugin-core/typescript/`), manual | tsc + node:test on Node 22 |
| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (`integrations/opencode-plugin/`), manual | Bun: tsc + build + dist artifact check |
| Mem0 Plugin (legacy) | `mem0-plugin-checks.yml` | Push to main (`integrations/mem0-plugin/`, excluding `.opencode-plugin/`), manual | pytest + hook exec bits + JSON manifest validation on Python 3.10, 3.11, 3.12 |
| Claude Code Plugin | `claude-code-plugin-checks.yml` | Push to main (`integrations/claude-code-plugin/`), manual | pytest + ruff + JSON manifest validation on Python 3.10, 3.11, 3.12 |
| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (`.opencode-plugin/`), manual | Bun: tsc + build + dist artifact check |
| Pi Agent Plugin | `pi-agent-plugin-checks.yml` | Push to main (`integrations/pi-agent-plugin/`), manual | tsc + vitest + tsup on Node 20, 22 |
| DeepSeek Harness Plugin | `deepseek-plugin-checks.yml` | Push to main (`integrations/deepseek-plugin/`), manual | tsc + vitest + tsup on Node 20, 22 |
| n8n Node | `n8n-nodes-mem0-checks.yml` | Push to main (`integrations/n8n-nodes-mem0/`), manual | ESLint + tsc build on Node 20 |
| Zapier App | `zapier-mem0-checks.yml` | Push to main (`integrations/zapier-mem0/`), manual | tsc + `zapier validate` + offline unit tests on Node 22 |
| mem0-strands | `mem0-strands-checks.yml` | Push to main (`integrations/mem0-strands/`), manual | Ruff + mypy + pytest + hatch build on Python 3.10, 3.11, 3.12 |
| Eve | `eve-checks.yml` | Push to main (`integrations/eve/`), manual | tsc + vitest + tsup on Node 24 |
| docs llms.txt | `docs-llms-txt-check.yml` | Manual | `docs/llms.txt` coverage |
| GitHub Scripts | inline in `ci-gate.yml` | none | `node` over every `.github/scripts/*.test.js` |
@@ -64,6 +65,7 @@ Requiring `CI Gate` also means fork PRs from first-time contributors cannot merg
| DeepSeek Harness Plugin | `deepseek-plugin-cd.yml` | `deepseek-plugin-v*` | npm (`@mem0/deepseek-plugin`) |
| n8n Node | `n8n-nodes-mem0-cd.yml` | `n8n-nodes-mem0-v*` | npm (`@mem0/n8n-nodes-mem0`) |
| mem0-strands | `mem0-strands-cd.yml` | `mem0-strands-v*` | PyPI (`mem0-strands`) |
| Eve | `eve-cd.yml` | `eve-v*` | npm (`@mem0/eve`) |
- Package CD workflows are `workflow_dispatch`-only, with `tag` and `prerelease` inputs. They check out and build the given tag.
- All publishing uses **OIDC trusted publishing**. No tokens, no secrets.
@@ -1,97 +0,0 @@
name: Agent Plugins Python Checks
# Python runtime, adapters, generated bundles, and portable plugin validation.
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/agent-plugin-core/**'
- '!integrations/agent-plugin-core/typescript/**'
- 'integrations/mem0-agent-plugin/**'
- 'integrations/claude-code-plugin/**'
- 'integrations/cursor-plugin/**'
- 'integrations/codex-plugin/**'
- 'integrations/kimi-plugin/**'
- 'integrations/antigravity-plugin/**'
- 'marketplace.json'
- '.agents/plugins/marketplace.json'
- '.claude-plugin/marketplace.json'
- '.codex-plugin/marketplace.json'
- '.cursor-plugin/marketplace.json'
- '.kimi-plugin/marketplace.json'
- '.github/workflows/agent-plugins-python-checks.yml'
workflow_call:
jobs:
test:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.10", "3.11", "3.12"]
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install runtime test tooling
if: matrix.python-version == '3.10'
run: pip install pytest
- name: Install build and test tooling
if: matrix.python-version != '3.10'
run: pip install pytest ruff -r integrations/agent-plugin-core/requirements-dev.txt
- name: Check Python runtime compatibility
run: >-
python3 -m compileall -q
integrations/agent-plugin-core/python
integrations/claude-code-plugin/adapters
integrations/cursor-plugin/hooks
integrations/codex-plugin/hooks
integrations/kimi-plugin/hooks
integrations/antigravity-plugin/hooks
- name: Lint
if: matrix.python-version == '3.12'
run: >-
python3 -m ruff check
integrations/agent-plugin-core
integrations/claude-code-plugin
integrations/cursor-plugin
integrations/codex-plugin
integrations/kimi-plugin
integrations/antigravity-plugin
- name: Verify installable plugins are current
if: matrix.python-version == '3.12'
run: |
for host in claude-code cursor codex kimi antigravity; do
python3 integrations/agent-plugin-core/build/build.py "$host" --kind native --check
done
python3 integrations/agent-plugin-core/build/build.py mem0-agent-plugin --kind portable --check
- name: Run Python 3.10 runtime tests
if: matrix.python-version == '3.10'
run: >-
python3 -m pytest -q
integrations/claude-code-plugin/tests/test_memory_core.py
integrations/claude-code-plugin/tests/test_telemetry.py
- name: Run full tests
if: matrix.python-version != '3.10'
run: >-
python3 -m pytest -q
integrations/agent-plugin-core/tests
integrations/claude-code-plugin/tests
integrations/cursor-plugin/tests
integrations/codex-plugin/tests
integrations/kimi-plugin/tests
integrations/antigravity-plugin/tests
--ignore=integrations/claude-code-plugin/tests/integration
@@ -1,42 +0,0 @@
name: Agent Plugins TypeScript Checks
# Shared TypeScript runtime checks. Each consuming integration keeps its own
# build workflow, which is also triggered when this shared core changes.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/agent-plugins-typescript-checks.yml'
workflow_call:
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 10
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: 22
cache: 'pnpm'
cache-dependency-path: integrations/agent-plugin-core/typescript/pnpm-lock.yaml
- name: Install dependencies
working-directory: integrations/agent-plugin-core/typescript
run: pnpm install --frozen-lockfile
- name: Type check
working-directory: integrations/agent-plugin-core/typescript
run: pnpm typecheck
- name: Run tests
working-directory: integrations/agent-plugin-core/typescript
run: pnpm test
+34 -36
View File
@@ -38,14 +38,15 @@ jobs:
cli_python: ${{ steps.filter.outputs.cli_python }}
cli_node: ${{ steps.filter.outputs.cli_node }}
openclaw: ${{ steps.filter.outputs.openclaw }}
agent_plugins_python: ${{ steps.filter.outputs.agent_plugins_python }}
agent_plugins_typescript: ${{ steps.filter.outputs.agent_plugins_typescript }}
mem0_plugin: ${{ steps.filter.outputs.mem0_plugin }}
claude_code_plugin: ${{ steps.filter.outputs.claude_code_plugin }}
opencode_plugin: ${{ steps.filter.outputs.opencode_plugin }}
pi_agent_plugin: ${{ steps.filter.outputs.pi_agent_plugin }}
deepseek_plugin: ${{ steps.filter.outputs.deepseek_plugin }}
n8n_nodes_mem0: ${{ steps.filter.outputs.n8n_nodes_mem0 }}
zapier_mem0: ${{ steps.filter.outputs.zapier_mem0 }}
mem0_strands: ${{ steps.filter.outputs.mem0_strands }}
eve: ${{ steps.filter.outputs.eve }}
docs_llms_txt: ${{ steps.filter.outputs.docs_llms_txt }}
github_scripts: ${{ steps.filter.outputs.github_scripts }}
steps:
@@ -76,43 +77,27 @@ jobs:
- '.github/workflows/ci-gate.yml'
openclaw:
- 'integrations/openclaw/**'
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/openclaw-checks.yml'
- '.github/workflows/ci-gate.yml'
agent_plugins_python:
- 'integrations/agent-plugin-core/**'
- '!integrations/agent-plugin-core/typescript/**'
- 'integrations/mem0-agent-plugin/**'
- 'integrations/claude-code-plugin/**'
- 'integrations/cursor-plugin/**'
- 'integrations/codex-plugin/**'
- 'integrations/kimi-plugin/**'
- 'integrations/antigravity-plugin/**'
- 'marketplace.json'
- '.agents/plugins/marketplace.json'
- '.claude-plugin/marketplace.json'
- '.codex-plugin/marketplace.json'
- '.cursor-plugin/marketplace.json'
- '.kimi-plugin/marketplace.json'
- '.github/workflows/agent-plugins-python-checks.yml'
mem0_plugin:
- 'integrations/mem0-plugin/**'
- '!integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/mem0-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
agent_plugins_typescript:
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/agent-plugins-typescript-checks.yml'
claude_code_plugin:
- 'integrations/claude-code-plugin/**'
- '.github/workflows/claude-code-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
opencode_plugin:
- 'integrations/opencode-plugin/**'
- 'integrations/agent-plugin-core/typescript/**'
- 'integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/opencode-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
pi_agent_plugin:
- 'integrations/pi-agent-plugin/**'
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/pi-agent-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
deepseek_plugin:
- 'integrations/deepseek-plugin/**'
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/deepseek-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
n8n_nodes_mem0:
@@ -126,6 +111,10 @@ jobs:
- 'integrations/mem0-strands/**'
- '.github/workflows/mem0-strands-checks.yml'
- '.github/workflows/ci-gate.yml'
eve:
- 'integrations/eve/**'
- '.github/workflows/eve-checks.yml'
- '.github/workflows/ci-gate.yml'
docs_llms_txt:
- 'docs/**/*.mdx'
- 'docs/llms.txt'
@@ -176,17 +165,18 @@ jobs:
uses: ./.github/workflows/openclaw-checks.yml
secrets: inherit
agent-plugins-python:
name: Agent Plugins Python
mem0-plugin:
name: Mem0 Plugin
needs: changes
if: needs.changes.outputs.agent_plugins_python == 'true'
uses: ./.github/workflows/agent-plugins-python-checks.yml
if: needs.changes.outputs.mem0_plugin == 'true'
uses: ./.github/workflows/mem0-plugin-checks.yml
secrets: inherit
agent-plugins-typescript:
name: Agent Plugins TypeScript
claude-code-plugin:
name: Claude Code Plugin
needs: changes
if: needs.changes.outputs.agent_plugins_typescript == 'true'
uses: ./.github/workflows/agent-plugins-typescript-checks.yml
if: needs.changes.outputs.claude_code_plugin == 'true'
uses: ./.github/workflows/claude-code-plugin-checks.yml
secrets: inherit
opencode-plugin:
@@ -229,6 +219,13 @@ jobs:
uses: ./.github/workflows/mem0-strands-checks.yml
secrets: inherit
eve:
name: Eve
needs: changes
if: needs.changes.outputs.eve == 'true'
uses: ./.github/workflows/eve-checks.yml
secrets: inherit
docs-llms-txt:
name: docs llms.txt
needs: changes
@@ -263,14 +260,15 @@ jobs:
- cli-python
- cli-node
- openclaw
- agent-plugins-python
- agent-plugins-typescript
- mem0-plugin
- claude-code-plugin
- opencode-plugin
- pi-agent-plugin
- deepseek-plugin
- n8n-nodes-mem0
- zapier-mem0
- mem0-strands
- eve
- docs-llms-txt
- github-scripts
if: always()
@@ -0,0 +1,46 @@
name: Claude Code Plugin Checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/claude-code-plugin/**'
- '.github/workflows/claude-code-plugin-checks.yml'
workflow_call:
jobs:
test:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.10", "3.11", "3.12"]
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install test tooling
run: pip install pytest ruff
# The plugin itself has zero runtime dependencies — nothing else to install.
- name: Check manifests are valid JSON
working-directory: integrations/claude-code-plugin
run: |
for f in .claude-plugin/plugin.json .mcp.json hooks/hooks.json; do
jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
done
- name: Lint
working-directory: integrations/claude-code-plugin
run: python3 -m ruff check .
- name: Run tests
working-directory: integrations/claude-code-plugin
run: python3 -m pytest tests -q
+4 -3
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@@ -8,7 +8,6 @@ on:
branches: [main]
paths:
- 'integrations/deepseek-plugin/**'
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/deepseek-plugin-checks.yml'
workflow_call:
@@ -85,5 +84,7 @@ jobs:
- name: Build
run: cd integrations/deepseek-plugin && pnpm build
- name: Verify package artifact
run: python3 integrations/agent-plugin-core/conformance/artifacts.py deepseek
- name: Verify dist output exists
run: |
test -f integrations/deepseek-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f integrations/deepseek-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
+57
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@@ -0,0 +1,57 @@
name: Publish @mem0/eve 📦 to npm
on:
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. eve-v0.1.0)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish @mem0/eve 📦 to npm
if: startsWith(inputs.tag, 'eve-v')
runs-on: ubuntu-latest
permissions:
id-token: write
defaults:
run:
working-directory: integrations/eve
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '24'
registry-url: 'https://registry.npmjs.org'
cache: 'pnpm'
cache-dependency-path: integrations/eve/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile
- name: Build
run: pnpm build
- name: Publish to npm
run: |
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
npx npm@latest publish --provenance --access public
fi
+85
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@@ -0,0 +1,85 @@
name: eve checks
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/eve/**'
- '.github/workflows/eve-checks.yml'
workflow_call:
jobs:
lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 24
cache: 'pnpm'
cache-dependency-path: integrations/eve/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/eve && pnpm install --frozen-lockfile
- name: Type check
run: cd integrations/eve && pnpm typecheck
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 24
cache: 'pnpm'
cache-dependency-path: integrations/eve/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/eve && pnpm install --frozen-lockfile
- name: Run tests
run: cd integrations/eve && pnpm test
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 24
cache: 'pnpm'
cache-dependency-path: integrations/eve/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/eve && pnpm install --frozen-lockfile
- name: Build
run: cd integrations/eve && pnpm build
- name: Verify dist output exists
run: |
test -f integrations/eve/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f integrations/eve/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
+58
View File
@@ -0,0 +1,58 @@
name: Mem0 Plugin Checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
#
# Covers the Python plugin (scripts/ + tests/). The nested .opencode-plugin/
# is a separate package with its own workflow (opencode-plugin-checks.yml).
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/mem0-plugin/**'
- '!integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/mem0-plugin-checks.yml'
workflow_call:
jobs:
test:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.10", "3.11", "3.12"]
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
working-directory: integrations/mem0-plugin
run: |
pip install -r requirements.txt
pip install pytest
- name: Verify hook entry points are executable
working-directory: integrations/mem0-plugin
run: |
missing=$(find scripts -name '*.sh' ! -name '_*' ! -perm -u+x -print)
if [ -n "$missing" ]; then
echo "Hook entry points must be executable:"
echo "$missing"
exit 1
fi
- name: Check hook manifests are valid JSON
working-directory: integrations/mem0-plugin
run: |
for f in plugin.json mcp_config.json hooks.json hooks/*.json; do
jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
done
- name: Run tests
working-directory: integrations/mem0-plugin
run: pytest -q
+4 -3
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@@ -8,7 +8,6 @@ on:
branches: [main]
paths:
- 'integrations/openclaw/**'
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/openclaw-checks.yml'
workflow_call:
@@ -94,5 +93,7 @@ jobs:
- name: Build
run: cd integrations/openclaw && pnpm build
- name: Verify package artifact
run: python3 integrations/agent-plugin-core/conformance/artifacts.py openclaw
- name: Verify dist output exists
run: |
test -f integrations/openclaw/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f integrations/openclaw/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
+1 -1
View File
@@ -25,7 +25,7 @@ jobs:
id-token: write
defaults:
run:
working-directory: integrations/opencode-plugin
working-directory: integrations/mem0-plugin/.opencode-plugin
steps:
- uses: actions/checkout@v4
with:
+5 -6
View File
@@ -7,8 +7,7 @@ on:
push:
branches: [main]
paths:
- 'integrations/opencode-plugin/**'
- 'integrations/agent-plugin-core/typescript/**'
- 'integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/opencode-plugin-checks.yml'
workflow_call:
@@ -17,7 +16,7 @@ jobs:
runs-on: ubuntu-latest
defaults:
run:
working-directory: integrations/opencode-plugin
working-directory: integrations/mem0-plugin/.opencode-plugin
steps:
- uses: actions/checkout@v4
@@ -35,6 +34,6 @@ jobs:
- name: Build
run: bun run build
- name: Verify package artifact
working-directory: .
run: python3 integrations/agent-plugin-core/conformance/artifacts.py opencode
- name: Verify dist output exists
run: |
test -f dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
+6 -3
View File
@@ -8,7 +8,6 @@ on:
branches: [main]
paths:
- 'integrations/pi-agent-plugin/**'
- 'integrations/agent-plugin-core/typescript/**'
- '.github/workflows/pi-agent-plugin-checks.yml'
workflow_call:
@@ -85,5 +84,9 @@ jobs:
- name: Build
run: cd integrations/pi-agent-plugin && pnpm build
- name: Verify package artifact
run: python3 integrations/agent-plugin-core/conformance/artifacts.py pi-agent
- name: Verify dist output exists
run: |
test -f integrations/pi-agent-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f integrations/pi-agent-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
test -f integrations/pi-agent-plugin/dist/entry.js || (echo "Build output missing: dist/entry.js" && exit 1)
test -f integrations/pi-agent-plugin/dist/entry.d.ts || (echo "Build output missing: dist/entry.d.ts" && exit 1)
+1
View File
@@ -48,6 +48,7 @@ jobs:
deepseek-plugin-v*) workflow="deepseek-plugin-cd.yml" ;;
n8n-nodes-mem0-v*) workflow="n8n-nodes-mem0-cd.yml" ;;
mem0-strands-v*) workflow="mem0-strands-cd.yml" ;;
eve-v*) workflow="eve-cd.yml" ;;
v*) workflow="cd.yml" ;;
*)
echo "::error::Release tag '$TAG' does not match any known package prefix — nothing will be published. See the tag prefix table in AGENTS.md."
-4
View File
@@ -14,10 +14,6 @@ server/.env
# Distribution / packaging
.Python
build/
!integrations/agent-plugin-core/build/
!integrations/agent-plugin-core/build/*.py
!integrations/agent-plugin-core/build/schemas/
!integrations/agent-plugin-core/build/schemas/*.json
develop-eggs/
dist/
downloads/
+3 -3
View File
@@ -5,11 +5,11 @@
{
"id": "mem0",
"displayName": "Mem0",
"version": "0.3.1",
"description": "Cross-session memory and token savings for coding agents.",
"version": "0.1.0",
"description": "Persistent memory for Kimi Code. Remembers decisions, patterns, and preferences across sessions.",
"homepage": "https://mem0.ai",
"keywords": ["memory", "personalization", "mcp", "semantic-search"],
"source": "https://github.com/mem0ai/mem0/tree/main/integrations/kimi-plugin"
"source": "https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin"
}
]
}
+1 -1
View File
@@ -14,7 +14,7 @@ This is a polyglot monorepo and **every package sets its own rules**. Read the `
- Modify anything in `.github/workflows/` without explicit maintainer approval. Publishing credentials are pinned to workflow filenames.
- Commit `.env` files, API keys, or credentials.
- Skip pre-commit hooks.
- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `integrations/opencode-plugin/`).
- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `.opencode-plugin/`).
- Use `require()` in TypeScript. ES module `import` syntax only.
- Mix up linter configs. Root Python is ruff at line length **120**, `cli/python/` is ruff at **100**, `cli/node/` is Biome, `mem0-ts/` is Prettier, `integrations/vercel-ai-sdk/` is ESLint.
- Add Python dependencies to the core `dependencies` list in `pyproject.toml`. Use an optional group.
+1 -1
View File
@@ -41,7 +41,7 @@
"tsup": "^8.0.0",
"tsx": "^4.7.0",
"vite": "^6.0.0",
"vitest": "^4.1.11",
"vitest": "^4.1.0",
"@biomejs/biome": "^1.7.0",
"@types/node": "^20.0.0"
},
+46 -46
View File
@@ -51,8 +51,8 @@ importers:
specifier: ^6.0.0
version: 6.4.3(@types/node@20.19.37)(tsx@4.21.0)
vitest:
specifier: ^4.1.11
version: 4.1.11(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
specifier: ^4.1.0
version: 4.1.8(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
packages:
@@ -439,11 +439,11 @@ packages:
'@types/node@20.19.37':
resolution: {integrity: sha512-8kzdPJ3FsNsVIurqBs7oodNnCEVbni9yUEkaHbgptDACOPW04jimGagZ51E6+lXUwJjgnBw+hyko/lkFWCldqw==}
'@vitest/expect@4.1.11':
resolution: {integrity: sha512-VX2x5vNJXET47KAFzwERI+KRMtTTCSWTfSMKsW7JsUsXV4psq++e3DvZpuTDOpHcxytiDs6p2nhVb2tVDiiUYw==}
'@vitest/expect@4.1.8':
resolution: {integrity: sha512-h3nDO677RDLEGlBxyQ5CW8RlMThSKSRLUePLOx09gNIWRL40edgA1GCZSZgf1W55MFAG6/Sw14KeaAnqv0NKdQ==}
'@vitest/mocker@4.1.11':
resolution: {integrity: sha512-2XJVD55d1o5AZous5CCGKS74g/riOj9odEt2bQpCVZeblHyHdnMeFl4jl0XjU21stf4mbjUkew2eXQZt65g5CQ==}
'@vitest/mocker@4.1.8':
resolution: {integrity: sha512-LEiN/xe4OSIbKe9HQIp5OC24agGD9J5CnmMgsLohVVoOPWL9a2sBoR6VBx43jQZb7Kr1l4RCuyCJzcAa0+dojw==}
peerDependencies:
msw: ^2.4.9
vite: ^6.0.0 || ^7.0.0 || ^8.0.0
@@ -453,20 +453,20 @@ packages:
vite:
optional: true
'@vitest/pretty-format@4.1.11':
resolution: {integrity: sha512-yiZzPbGTS9Sr/JpFl8zHrcIkAofNbFV6k21vIgQN/cY/oxZeXhJv5sc/MBJ5jFKWmWs+oJHw0UXLZjmf931+Vw==}
'@vitest/pretty-format@4.1.8':
resolution: {integrity: sha512-9GasEBxpZ1VYIpqHf/0+YGg121uSNwCKOJqIrTwWP/TB7DmFCiaBpNl3aPZzoLWfWkuqhbH8vJIVobZkvdo2cA==}
'@vitest/runner@4.1.11':
resolution: {integrity: sha512-LztvUgdwMNJMIkj3hQnnxiC2Xy1zNxq928W/xhjCLaNCzqTZOudjwbQf6v9IntZGPw132i2Lq2rgTRZHD3JHNw==}
'@vitest/runner@4.1.8':
resolution: {integrity: sha512-EmVxeBAfMJvycdjd6Hm+RbFBbA9fKvo0Kx37hNpBYoYeavH3RNsBXWDooR1mgD52dCrxIIuP7UotpfiwOikvcg==}
'@vitest/snapshot@4.1.11':
resolution: {integrity: sha512-pN7ikn1ON7h8ee4gIAp4AzyK+zBtJPzVbqOgu5LCEh4VaJVbPQcgYQYJIMGQPXVeJJq1fnfazis7a5pFNPahog==}
'@vitest/snapshot@4.1.8':
resolution: {integrity: sha512-acfZboRmAIf05DEKcBQy33VXojFJjtUdLyo7oOmV9kebb2xdU01UknNiPuPZoJZQyO7DF0gZdTGTpeAzET9QPQ==}
'@vitest/spy@4.1.11':
resolution: {integrity: sha512-apNa/prQy2qCeywhnixOHPRCgGNhvg7T4Dapfl1GahLp/R+uhBm5cPyFoNVyqsNd2h1nJxL6BqqdIjiABL60YA==}
'@vitest/spy@4.1.8':
resolution: {integrity: sha512-6EevtBp6OZOPF7bmz36HrGMeP3txgVSrgebWxHOafDXGkhIzfXK14f8KF6MuFfgXXUeHxmpD3BQxkV00/3s5mA==}
'@vitest/utils@4.1.11':
resolution: {integrity: sha512-zTCVGpyFsGWBhllOyKlTw/vnr6D9qxsfSDyfbyZmTyjHw5N/VuvzHpHoQjm2ZJzn4RJgx5w4r7V0er69CmLgPQ==}
'@vitest/utils@4.1.8':
resolution: {integrity: sha512-uOJamYALNhfJ6iolExyQM40yIQwDqYnkKtQ5VCiSe17E33H0aQ/u+1GlRuz4LZBk6Mm3sg90G9hEbmEt37C1Zg==}
acorn@8.16.0:
resolution: {integrity: sha512-UVJyE9MttOsBQIDKw1skb9nAwQuR5wuGD3+82K6JgJlm/Y+KI92oNsMNGZCYdDsVtRHSak0pcV5Dno5+4jh9sw==}
@@ -910,20 +910,20 @@ packages:
yaml:
optional: true
vitest@4.1.11:
resolution: {integrity: sha512-fhACrNXUidIbGSBr5FlbuBkO7VWC1ZyLl0DO4CU2DrQoAPxX84Ysxs+HeGQpii5lZWV1Q4gBZTTu49mF+A6Edw==}
vitest@4.1.8:
resolution: {integrity: sha512-flY6ScbCIt9HThs+C5HS7jvGOB560DJtk/Z15IQROTA6zEy49Nh8T/dofWTQL+n3vswqn87sbJNiuqw1SDp5Ig==}
engines: {node: ^20.0.0 || ^22.0.0 || >=24.0.0}
hasBin: true
peerDependencies:
'@edge-runtime/vm': '*'
'@opentelemetry/api': ^1.9.0
'@types/node': ^20.0.0 || ^22.0.0 || >=24.0.0
'@vitest/browser-playwright': 4.1.11
'@vitest/browser-preview': 4.1.11
'@vitest/browser-webdriverio': 4.1.11
'@vitest/coverage-istanbul': 4.1.11
'@vitest/coverage-v8': 4.1.11
'@vitest/ui': 4.1.11
'@vitest/browser-playwright': 4.1.8
'@vitest/browser-preview': 4.1.8
'@vitest/browser-webdriverio': 4.1.8
'@vitest/coverage-istanbul': 4.1.8
'@vitest/coverage-v8': 4.1.8
'@vitest/ui': 4.1.8
happy-dom: '*'
jsdom: '*'
vite: ^6.0.0 || ^7.0.0 || ^8.0.0
@@ -1186,44 +1186,44 @@ snapshots:
dependencies:
undici-types: 6.21.0
'@vitest/expect@4.1.11':
'@vitest/expect@4.1.8':
dependencies:
'@standard-schema/spec': 1.1.0
'@types/chai': 5.2.3
'@vitest/spy': 4.1.11
'@vitest/utils': 4.1.11
'@vitest/spy': 4.1.8
'@vitest/utils': 4.1.8
chai: 6.2.2
tinyrainbow: 3.1.0
'@vitest/mocker@4.1.11(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))':
'@vitest/mocker@4.1.8(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))':
dependencies:
'@vitest/spy': 4.1.11
'@vitest/spy': 4.1.8
estree-walker: 3.0.3
magic-string: 0.30.21
optionalDependencies:
vite: 6.4.3(@types/node@20.19.37)(tsx@4.21.0)
'@vitest/pretty-format@4.1.11':
'@vitest/pretty-format@4.1.8':
dependencies:
tinyrainbow: 3.1.0
'@vitest/runner@4.1.11':
'@vitest/runner@4.1.8':
dependencies:
'@vitest/utils': 4.1.11
'@vitest/utils': 4.1.8
pathe: 2.0.3
'@vitest/snapshot@4.1.11':
'@vitest/snapshot@4.1.8':
dependencies:
'@vitest/pretty-format': 4.1.11
'@vitest/utils': 4.1.11
'@vitest/pretty-format': 4.1.8
'@vitest/utils': 4.1.8
magic-string: 0.30.21
pathe: 2.0.3
'@vitest/spy@4.1.11': {}
'@vitest/spy@4.1.8': {}
'@vitest/utils@4.1.11':
'@vitest/utils@4.1.8':
dependencies:
'@vitest/pretty-format': 4.1.11
'@vitest/pretty-format': 4.1.8
convert-source-map: 2.0.0
tinyrainbow: 3.1.0
@@ -1627,15 +1627,15 @@ snapshots:
fsevents: 2.3.3
tsx: 4.21.0
vitest@4.1.11(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0)):
vitest@4.1.8(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0)):
dependencies:
'@vitest/expect': 4.1.11
'@vitest/mocker': 4.1.11(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
'@vitest/pretty-format': 4.1.11
'@vitest/runner': 4.1.11
'@vitest/snapshot': 4.1.11
'@vitest/spy': 4.1.11
'@vitest/utils': 4.1.11
'@vitest/expect': 4.1.8
'@vitest/mocker': 4.1.8(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
'@vitest/pretty-format': 4.1.8
'@vitest/runner': 4.1.8
'@vitest/snapshot': 4.1.8
'@vitest/spy': 4.1.8
'@vitest/utils': 4.1.8
es-module-lexer: 2.1.0
expect-type: 1.3.0
magic-string: 0.30.21
-238
View File
@@ -2060,29 +2060,6 @@ A full-featured command-line interface for Mem0, available in both Python and No
<Tabs>
<Tab title="Mem0 Plugin">
<Update label="2026-09-08" description="Shared agent plugin runtime">
**Changed:**
- Consolidated the coding-agent integrations into `integrations/agent-plugin-core/`: one Python runtime, one TypeScript utility library, and six canonical Python-plugin skill templates. Native adapters retain each host's event contracts and capabilities.
- Python plugins ship generated, self-contained `core/` and `skills/` directories. Builds validate portable schemas and skills, parse native JSON, and reject generated-file drift, missing files, stale generated files, and symlinks. TypeScript packages bundle the shared source into their distributable JavaScript and verify their entry points.
- Replaced the old `integrations/mem0-plugin/` layout with native host directories and one portable `integrations/mem0-agent-plugin/` package. Updated marketplace paths, installation guides, and integration-skill links. OpenCode now lives in `integrations/opencode-plugin/`.
- Native Python plugins expose one local, read-only `search_memories` MCP tool and six skills: search, remember, forget, status, pause, and resume. The shared search tool accepts optional `run_id` with every scope (`repo`, `dir`, and `mine`) to recall memories from a specific coding-agent session. Omitting it searches across sessions. This local tool is separate from the hosted Mem0 MCP server's tool set.
**Fixes:**
- Hooks, controls, MCP servers, and detached workers use the same host-specific data directory. Detached workers retain the host identity and telemetry source; `--plugin-data-dir` reaches the shared resolver.
- Session-end workers flush the conversation already captured by hooks. Repeated and concurrent response hooks no longer duplicate an answer, while identical answers after separate prompts are preserved.
- Shared prompts and responses are redacted without the previous 6,000-character cutoff. Python extraction splits oversized messages without dropping text to enforce each request's input budget. Flush event selection and claims share one write transaction, delayed handoffs are replaced atomically, and permanent HTTP polling errors fail promptly.
- Extraction instructions refer to the current coding agent. Python redaction covers JSON-shaped credentials; both telemetry runtimes recursively remove sensitive keys, including keys inside nested lists.
- New Git repository writes use a hash of the remote identity in `agent_id`. Search and explicit shared-memory deletion include both current and legacy repository IDs within the repository's `app_id`. Existing memories are not rewritten. Legacy IDs retain their original ambiguity for matching owner/repository names on different Git hosts.
**Packaging:**
- Claude Code, Cursor, Codex, Kimi, Antigravity, and the portable Python bundle are versioned at `0.3.1`. OpenCode, Pi Agent, and DeepSeek Harness are `0.3.0`; OpenClaw is `1.1.0`. Each host's changes and upgrade considerations are listed in its tab.
- Python and TypeScript CI run their respective runtime suites. Package checks build the installable artifacts, check generated-file consistency, and reject TypeScript output that still imports monorepo source.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-08-24" description="mem0-plugin v0.2.15">
**Fixes:**
@@ -2369,124 +2346,8 @@ Initial release of the Mem0 plugin for Claude Code and Cursor, followed by Codex
</Tab>
<Tab title="Claude Code">
<Update label="Unreleased" description="Sidekick availability">
Sidekick is now available only in Claude Code, with Sonnet, worktree isolation, and parent memories.
</Update>
<Update label="2026-09-08" description="Claude Code plugin v0.3.1">
**Changed:**
- Extracted hook orchestration and memory behavior into the shared Python core; Claude transcript parsing remains in its native adapter. The installed package contains the generated runtime rather than importing files outside its plugin directory.
- Preserves the public `mem0` name, hook declarations, MCP launch configuration, user configuration, and `mem0:sidekick` worktree behavior. The manifest and marketplace version advance from `0.3.0` to `0.3.1` so installations can identify the update.
**Fixes:**
- Session-end extraction no longer appends a final answer already captured from the transcript while an earlier extraction was running.
- Existing repository memories remain searchable after the shared-ID change; explicit shared-memory deletion also covers the legacy ID. Background workers and control skills consistently use Claude's data directory.
- Receives the shared JSON-secret redaction and nested telemetry filtering fixes. The local search tool exposes query, result count, category, scope, and optional `run_id` for session-specific recall across all scopes.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
</Tab>
<Tab title="Cursor">
<Update label="Unreleased" description="Sidekick availability">
Removes Sidekick and its start/stop hooks. Memory capture, search, and six skills remain available.
</Update>
<Update label="2026-09-08" description="Cursor plugin v0.3.1">
**Changed:**
- Moves from the legacy shared editor-plugin directory to a native `integrations/cursor-plugin/` package with generated Python core and skills, Cursor variables, local MCP configuration, and a native Sidekick.
- Translates Cursor conversation/workspace fields, response and summary fields, tool outcomes, and subagent lifecycle events into the shared runtime. The Sidekick searches memory itself because Cursor's subagent-start response cannot inject parent context.
**Fixes:**
- Adapter errors are logged and exit successfully so a memory failure does not terminate the host hook. Sidekick telemetry reports zero parent-injected context because this host uses self-search.
- Repeated response events and Stop/session-end capture do not duplicate the same answer.
- Receives shared data-directory handling, background-worker identity, redaction, and legacy-memory retrieval fixes.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
</Tab>
<Tab title="Codex">
<Update label="Unreleased" description="Sidekick availability">
Renames shared tracking to use subagent terminology. Native subagent memory support remains available.
</Update>
<Update label="2026-09-08" description="Codex plugin v0.3.1">
**Changed:**
- Moves from the legacy shared editor-plugin directory to a native `integrations/codex-plugin/` package, with generated Python core and six skills, a local search MCP server, and native lifecycle hooks.
- Resolves MCP repository searches from Codex workspace metadata when supplied. Control skills, hooks, and workers use the same plugin data directory.
- Native subagent start/stop hooks supply parent-retrieved memory context and record completions for every native subagent. Named custom agents remain project/user configuration; the plugin does not distribute a named Codex Sidekick.
**Fixes:**
- Receives shared credential redaction, legacy-memory retrieval, background-worker identity, and duplicate-response fixes. Codex tool outcomes use available structured failure indicators; missing outcome information is recorded as unknown.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
</Tab>
<Tab title="Agent Plugins v1">
<Update label="Unreleased" description="Sidekick availability">
Sidekick is available only in Claude Code, not in the portable package.
</Update>
<Update label="2026-09-08" description="Portable Mem0 plugin v0.3.1">
**Added:**
- One portable package at `integrations/mem0-agent-plugin/`, using the Agent Plugins 1.0.0 root `plugin.json`, `mcp.json`, and fixed `skills/` locations.
- Ships a local, read-only `search_memories` server and the six shared memory skills. Uses `PLUGIN_ROOT` for bundled files and `PLUGIN_DATA` for persistent plugin state; all package files remain inside the installable directory.
**Packaging:**
- Generated from the shared Python runtime and skill templates. Builds validate the manifest, MCP configuration, skills, and generated-file consistency.
- Host lifecycle hooks and native Sidekick declarations remain in the native plugin packages; the portable package does not provide automatic lifecycle capture or host-specific subagent isolation. Its bundled remember skill cannot persist a new memory on its own because the portable package has no capture hooks or write tool.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
</Tab>
<Tab title="OpenCode">
<Update label="2026-09-08" description="OpenCode plugin v0.3.0">
**Changed:**
- Moved the source from `integrations/mem0-plugin/.opencode-plugin/` to `integrations/opencode-plugin/`, retaining the `@mem0/opencode-plugin` package name and native OpenCode hooks.
- Reuses shared conversation preparation, redaction, scoping, and telemetry. Builds a self-contained Bun/ESM `dist/index.js` and publishes its TypeScript entry declaration.
- Global memory tool scope requires the user to enable it in plugin settings first; empty and wildcard identities are rejected.
- Retains the seven commands for context loading, search, remember, forget, scope, status, and tour; bundled skills continue loading through OpenCode's native configuration.
**Removed:**
- Removed auto-Dream consolidation, its gates and state handling, and the Dream and pin skills/commands. Existing configurations and workflows that use these features must be updated.
**Builds:**
- Updated build and publish paths for the relocated source directory; the existing release tag prefix and publishing workflow filename are unchanged.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-07-22" description="OpenCode plugin v0.2.2">
**Fixes:**
@@ -2567,28 +2428,6 @@ Sidekick is available only in Claude Code, not in the portable package.
<Tab title="Antigravity">
<Update label="Unreleased" description="Sidekick availability">
Removes Sidekick. Memory capture, search, and six skills remain available.
</Update>
<Update label="2026-09-08" description="Antigravity plugin v0.3.1">
**Changed:**
- Ships a native package with generated Python core and six skills, a local search MCP server, a Sidekick declaration, and an adapter for `PreInvocation`, `PostToolUse`, and `Stop`.
- Normalizes conversation IDs, transcript paths, workspace paths, tool calls, and errors. The adapter captures all completed user/assistant transcript messages incrementally, including later-turn intent, without replaying earlier messages.
- Sidekick searches Mem0 itself; this plugin does not provide Claude Code's worktree isolation.
**Fixes and host limitations:**
- Accepts `MEM0_CWD` as an explicit workspace fallback when the host omits `workspacePaths`. Skips capture when neither is available, rather than writing under an unrelated directory.
- Documents global MCP registration with `agy mcp add` when the host does not register the plugin-scoped server. Recall on the initial invocation depends on the host providing a prompt or readable transcript.
- Receives the shared data-directory, redaction, legacy-memory retrieval, and duplicate-response fixes.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-08-24" description="Antigravity plugin v0.1.7">
**Fixes:**
@@ -2665,30 +2504,6 @@ Existing memories written by the previous versions are not rewritten. If your me
<Tab title="Kimi">
<Update label="Unreleased" description="Sidekick availability">
Removes Sidekick and its start/stop hooks. Memory capture, recall, and six skills remain available.
</Update>
<Update label="2026-09-08" description="Kimi Code plugin v0.3.1">
**Changed:**
- Ships a self-contained native package with six skills, nine lifecycle hooks, a local search MCP server, and a native Sidekick declaration. Added a dedicated installation and troubleshooting guide.
- Translates Kimi's session, prompt, tool, compaction, shutdown, and subagent events into the shared Python runtime. Sidekicks receive parent memory context through Kimi's native lifecycle.
**Fixes:**
- Recovers completed assistant output from Kimi's indexed v2 wire transcript when Stop events omit the response text. Repeated Sidekick invocations receive distinct run identifiers. Stops without a host ID are left uncorrelated when multiple matching runs are active, preserving their responses without assigning them to the wrong run.
- Keeps controls, hooks, MCP, and detached workers on the same Kimi data directory and preserves host identity in background workers.
- Receives the shared redaction, legacy-memory retrieval, and duplicate-response fixes.
**Host compatibility:**
- Documents `CHOKIDAR_USEPOLLING=1` for the observed macOS watcher issue. Filesystem isolation remains Kimi's responsibility.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-08-24" description="kimi-plugin v0.1.0">
**Initial release** of the Mem0 plugin for Kimi Code, sharing its scripts, skills, and marketplace listing with the Claude Code / Cursor / Codex / Antigravity plugin family ([#6919](https://github.com/mem0ai/mem0/pull/6919))
@@ -2705,24 +2520,6 @@ Removes Sidekick and its start/stop hooks. Memory capture, recall, and six skill
<Tab title="OpenClaw">
<Update label="2026-09-08" description="openclaw-mem0 v1.1.0">
**Changed:**
- Reuses shared conversation preparation, redaction, and telemetry while retaining OpenClaw's native memory backend, tools, CLI, and Platform/OSS modes.
- Continues to publish a self-contained ESM package under `@mem0/openclaw-mem0`; the plugin manifest and package version now agree.
**Removed:**
- Removed Dream consolidation: automatic scheduling and locking, `openclaw mem0 dream`, Dream configuration, the memory-dream skill, and Dream-state public artifacts. Triage, recall, and memory/entity artifacts remain available. Update configurations or integrations that use the removed Dream surface.
**Fixes:**
- `openclaw mem0 status` handles an unconfigured installation without crashing and directs users to setup.
- Removed OpenClaw's separate 2,000-character extraction cutoff. Selected user and assistant messages retain their full redacted text; recent-message selection, earlier summary selection, and noise filtering still apply.
- Telemetry removes sensitive properties recursively and uses the shared failure-safe delivery implementation.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-08-24" description="openclaw-mem0 v1.0.16">
**Security:**
@@ -2993,24 +2790,6 @@ Removes Sidekick and its start/stop hooks. Memory capture, recall, and six skill
<Tab title="Pi Agent">
<Update label="2026-09-08" description="Pi Agent plugin v0.3.0">
**Changed:**
- Reuses shared conversation preparation, memory formatting, project/session/global scope utilities, and telemetry while preserving Pi's native extension API and `@mem0/pi-agent-plugin` package name.
- Pi loads the built `dist/entry.js` extension instead of executing source TypeScript from an installed package. Builds also publish the library entry point and declarations.
**Removed:**
- Removed Dream consolidation and pin commands, skills, configuration, types, and exports. The remaining commands are remember, search, forget, tour, scope, and status. Update integrations that import removed APIs or invoke removed commands.
**Fixes:**
- Global memory tool scope requires the user to select `/mem0-scope global` or configure a global default first. Empty and wildcard identities are rejected.
- Memory update and delete accept the `mem0:<uuid>` and `[mem0:<uuid>]` citations displayed in tool results, as well as raw IDs.
- Shared capture preparation filters conversation roles and redacts content; telemetry removes sensitive keys inside nested structures.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-08-24" description="Pi Agent plugin v0.1.5">
**Security:**
@@ -3106,23 +2885,6 @@ Removes Sidekick and its start/stop hooks. Memory capture, recall, and six skill
<Tab title="DeepSeek Harness">
<Update label="2026-09-08" description="deepseek-plugin v0.3.0">
**Added:**
- Automatic recall during `system-prompt/assemble`, using the latest human prompt and avoiding repeated context injection within a session.
- Automatic capture from the durable `session/event` stream after a completed turn. Interrupted or incomplete turns are not sent through this automatic capture path. `autoRecall` and `autoCapture` default to `true` and can be disabled.
**Changed:**
- Reuses shared lifecycle, redaction, identity, and telemetry utilities while retaining the explicit `search_memory` and `add_memory` tools and their per-call agent/session scope. Cross-user `userId` overrides now require operator opt-in with `allowUserOverride: true`.
- Publishes a self-contained ESM artifact under `@mem0/deepseek-plugin`; native Harness services and the Mem0 SDK remain external dependencies. Plugin cleanup remains tied to the native Cordis lifecycle.
**Host compatibility:**
- Supports the declared Harness runtime dependencies and documents the macOS watcher workaround. The plugin does not bundle a named Sidekick or provide child filesystem isolation.
[#7203](https://github.com/mem0ai/mem0/pull/7203)
</Update>
<Update label="2026-08-25" description="deepseek-plugin v0.1.1">
**New Features:**
+1 -1
View File
@@ -325,6 +325,7 @@
"integrations/google-ai-adk",
"integrations/mastra",
"integrations/vercel-ai-sdk",
"integrations/eve",
"integrations/vercel",
"integrations/chatdev",
"integrations/strands"
@@ -373,7 +374,6 @@
"integrations/claude-ai",
"integrations/cursor",
"integrations/codex",
"integrations/kimi",
"integrations/opencode",
"integrations/antigravity"
]
-2
View File
@@ -17,8 +17,6 @@ Mem0 seamlessly integrates with popular AI frameworks and tools to enhance your
**Universal Integration**: Use <Link href="/platform/mem0-mcp">Mem0 MCP</Link> for a standardized protocol that works with ANY AI client.
</Callout>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent). Other plugins, including the portable package, provide memory without Sidekick.
Here are the available integrations for Mem0:
## Integrations
+17 -62
View File
@@ -1,22 +1,16 @@
---
title: Antigravity
description: "Add persistent memory to Google Antigravity with the Mem0 plugin: a search tool, lifecycle hooks, and memory skills."
description: "Add persistent memory to Google Antigravity with the Mem0 plugin: MCP server, lifecycle hooks, and slash commands."
---
Add persistent memory to [**Google Antigravity**](https://antigravity.google) (`agy` CLI and Desktop IDE) with the Mem0 plugin. The plugin captures completed work, and Antigravity can search those memories in later sessions.
<Info>Current plugin version: `0.3.1`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
Add persistent memory to [**Google Antigravity**](https://antigravity.google) (`agy` CLI and Desktop IDE) with the Mem0 plugin. Your agent forgets everything between sessions. Mem0 fixes that by storing decisions, preferences, and learnings so they carry over automatically.
## Prerequisites
1. A Mem0 API key (starts with `m0-`):
- <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=integration-antigravity">Get your API key</a> (free sign-up at <a href="https://app.mem0.ai?utm_source=oss&utm_medium=integration-antigravity">app.mem0.ai</a>)
2. Python 3.10 or newer available as `python3`
3. Add the key to your shell profile so it persists across sessions:
2. Add it to your shell profile so it persists across sessions:
<CodeGroup>
```bash zsh
@@ -32,32 +26,22 @@ echo 'export MEM0_API_KEY="m0-your-api-key"' >> ~/.bashrc && source ~/.bashrc
**Option A: degit** (recommended):
<Warning>
When upgrading an existing installation, move `~/.gemini/config/plugins/mem0` aside first. Installing over that directory can leave obsolete files from older plugin versions.
</Warning>
```bash
# Install the plugin (MCP server, hooks, scripts)
npx degit mem0ai/mem0/integrations/antigravity-plugin ~/.gemini/config/plugins/mem0
npx degit mem0ai/mem0/integrations/mem0-plugin ~/.gemini/config/plugins/mem0
```
This installs the generated Antigravity bundle with the Mem0 server, lifecycle hooks, and six memory skills.
This installs the MCP server, lifecycle hooks, and shared scripts.
## What's Included
| Component | Included |
|-----------|:--------:|
| Local MCP Server (`search_memories`) | Yes |
| MCP Server (9 memory tools) | Yes |
| Lifecycle Hooks | Yes |
| 6 Memory Skills | Yes |
| 16 Slash Commands | Yes |
## Memory tools and skills
The full plugin exposes a focused `search_memories` tool and captures completed work through lifecycle hooks. Six skills provide search, status, remember, forget, pause, and resume workflows.
If you need the full set of direct CRUD tools, connect the [hosted Mem0 MCP server](/platform/mem0-mcp) separately instead of installing both configurations under the same server name.
## Hosted MCP tools
## Available MCP Tools
| Tool | Description |
|------|-------------|
@@ -73,52 +57,23 @@ If you need the full set of direct CRUD tools, connect the [hosted Mem0 MCP serv
## Lifecycle Hooks
The plugin translates Antigravity events into the shared Mem0 capture lifecycle.
The plugin uses the same shell scripts as Claude Code, Cursor, and Codex: hooks bridge environment variables using `${extensionPath}` (Antigravity's plugin-root token).
| Hook | Event | What it does |
|------|-------|-------------|
| **Invocation** | `PreInvocation` | Initializes the first invocation and recovers pending capture |
| **Post-tool** | `PostToolUse` | Records useful tool results and failures |
| **Stop** | `Stop` | Reads completed transcript messages and starts a background flush |
| **Session start** | `SessionStart` | Loads prior memories and displays status banner |
| **User prompt** | `UserPromptSubmit` | Searches relevant memories before each message |
| **Pre-tool** | `PreToolUse` | Blocks MEMORY.md writes, enforces `user_id`/`app_id` on mem0 tools |
| **Post-tool** | `PostToolUse` | Tracks stats, scans bash errors for related memories |
| **Stop** | `Stop` | Stores a session summary at the end of every assistant turn (not just at session end) |
Recall is explicit through `search_memories` and the search skill. The current Antigravity adapter does not inject query-specific memory during `PreInvocation` because that event does not include the user's prompt.
What you type is stored as yours. Captured agent summaries are stored as the assistant's, so its suggestions never become your stated preferences.
## Antigravity 1.1.25 workarounds
Antigravity 1.1.25 can validate a plugin's `mcp_config.json` without loading the server. Check whether Mem0 is registered:
```bash
agy mcp list
```
If `mem0` is absent, register the plugin's bundled server with Antigravity's supported global MCP command, then start a new session:
```bash
agy mcp add mem0 python3 ~/.gemini/config/plugins/mem0/core/mcp_server.py
```
The same release can send hooks with an empty `workspacePaths` array. For the `agy` CLI, pass the current repository explicitly:
```bash
MEM0_CWD="$PWD" agy
```
The adapter uses `MEM0_CWD` only when Antigravity omits the workspace. If neither value is available, it skips recall and capture instead of writing memories under an incorrect repository scope.
## Search and capture
The local `search_memories` tool accepts `query`, `top_k`, `category`, `scope` (`repo`, `dir`, or `mine`), and optional `run_id` with every scope. Use a known session ID to recall memories saved in that session; omit it to search across sessions. See [search scopes](/integrations/claude-code#search-scope) for the shared Python search contract, including legacy repository memory compatibility.
Captured prompts and responses retain their full redacted text without a per-message character cutoff. Large extraction inputs are split across requests without dropping message text; recall output and tool-result previews have separate limits.
What you type is stored as yours. What the agent produces (session summaries and compaction summaries) is stored as the assistant's, so its suggestions never become your stated preferences.
## Troubleshooting
- **No tools appearing**: Restart your Antigravity session after installation
- **No `mem0` entry in `agy mcp list`**: Use the Antigravity 1.1.25 global MCP registration command above
- **Hooks do not capture in the CLI**: Launch `agy` with `MEM0_CWD="$PWD"`
- **"Connection failed"**: Verify your key is set without printing it: `test -n "$MEM0_API_KEY" && echo configured`
- **"Connection failed"**: Verify your key is set: `echo $MEM0_API_KEY`
- **MCP 401 Unauthorized**: If `${MEM0_API_KEY}` interpolation doesn't work in your `agy` version, replace with your literal key in `mcp_config.json`
<CardGroup cols={2}>
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
+10 -20
View File
@@ -5,8 +5,6 @@ description: "Persistent cross-session memory for Claude Code. Install once, mem
Claude Code forgets everything between sessions. This plugin fixes that. Install it, work normally, and Claude remembers what happened across sessions.
<Info>Current plugin version: `0.3.1`.</Info>
## Prerequisites
1. A Mem0 Platform account and API key (starts with `m0-`):
@@ -42,14 +40,14 @@ claude plugin uninstall mem0@mem0-plugins # uninstall the plugin (keeps the
Once installed, memory works without any action from you:
- **Capture** happens in the background as you work. Hooks save user messages, Claude's answers, changed files, and test/build results locally. Capture records evidence locally; memory extraction runs through Mem0 in a background worker.
- **Recall** happens automatically before Claude's first response in a new session. If the first prompt has at least 20 characters, the plugin searches with that prompt and injects up to five relevant memories. For shorter prompts or later questions, use explicit search.
- **Capture** happens in the background as you work. Hooks save user messages, Claude's answers, changed files, and test/build results locally. Nothing calls a model or slows your session.
- **Recall** happens automatically before Claude's first response in a new session. The plugin searches your memories with your prompt and injects up to five relevant ones.
### Commands
| Command | What it does |
| --- | --- |
| `/mem0:search` | Search memories from earlier sessions. Supports `--top-k <n>`, `--category <name>`, `--scope <repo\|dir\|mine>`, and `--run-id <session-id>`. |
| `/mem0:search` | Search memories from earlier sessions. Supports `--top-k <n>`, `--category <name>`, and `--scope <repo\|dir\|mine>`. |
| `/mem0:status` | Check if memory is working: config, capture state, pending flushes, API key validity. |
| `/mem0:forget` | Delete your memories for this repo (shared project memory stays unless you pass `--include-project-memory`). |
| `/mem0:pause` | Pause memory capture. |
@@ -60,12 +58,10 @@ Categories for `--category`: `project_knowledge`, `decisions_and_constraints`, `
### Search tool
After the automatic first-prompt search, Claude can also call `search_memories` with a specific question, and you can run `/mem0:search` yourself. Explicit searches return up to 3 results by default (configurable to 20). The combined search output is capped at 4,000 characters by default, configurable with `max_context_chars`. This recall limit does not truncate captured messages sent for extraction.
After the automatic first-prompt search, Claude can also call `search_memories` with a specific question, and you can run `/mem0:search` yourself. Explicit searches return up to 3 results by default (configurable to 20). All results are capped at 4,000 characters.
### Sidekick agent
Sidekick is available only in Claude Code.
`mem0:sidekick` is a Sonnet coding agent that runs in a separate Git worktree. Use it to offload investigation, implementation, testing, or review without burning main-session context.
```text
@@ -75,23 +71,21 @@ Review its result and send any corrections back to the same sidekick.
Changes stay in the sidekick's worktree until the main agent reviews and copies them over. By default the worktree branches from the repo's default branch. Set `worktree.baseRef` to `"head"` in your Claude settings to branch from the current commit instead. Uncommitted changes are not copied into the sidekick's worktree.
At startup, Sidekick receives the memories already recalled for its parent session. It can also call the Mem0 search tool for its assigned task. Start and completion hooks track its work locally; completing a Sidekick task does not independently send a memory-extraction request. Sidekick returns its result, validation, and a local commit when it changes files, so the main agent can review the work before incorporating it.
## How it works
The plugin follows a simple cycle: capture during a session, extract memories in the background, recall in the next session.
<Frame>
<img src="/images/plugin-sequence.svg" alt="Sequence diagram: the first user prompt triggers search, hooks capture activity during the session, a background worker extracts memories after every five exchanges or on idle/exit, and the next session recalls them." />
<img src="/images/plugin-sequence.svg" alt="Sequence diagram: session start triggers first-prompt search, hooks capture activity during the session, a background worker extracts memories after every five exchanges or on idle/exit, and the next session recalls them." />
</Frame>
**Step by step:**
1. **Capture.** Hooks save the main agent's activity locally: user messages, Claude's answers, changed files, and short test/build results. Direct Sidekick lifecycle records stay local. Subagent results included in the main transcript can provide supporting evidence for extraction; the main agent's final response establishes the outcome. Capture does not call a model.
1. **Capture.** Hooks save the main agent's activity locally: user messages, Claude's answers, changed files, and short test/build results. Subagent (sidekick) output is excluded. No model calls, no blocking.
2. **Flush.** After every five completed exchanges, a detached background worker sends that batch to Mem0. Large exchanges flush sooner. Ending or compacting the session flushes anything remaining. If the session sits idle, an auto-flush runs after five minutes (configurable with `MEM0_CODE_IDLE_FLUSH_SECONDS`). The timer resets on each new exchange. The worker survives Claude Code exiting.
3. **Extract.** Each flush sends `add` calls with `agent_id` (the project identity), `user_id` (you), `app_id` (the repository), and `run_id` (the session). Prompts and responses are redacted without a character cutoff. Large conversations are split across requests without dropping message text. Mem0 classifies each extracted memory as shared project knowledge or a personal preference.
3. **Extract.** Each flush sends a single `add` call with `agent_id` (the project identity), `user_id` (you), `app_id` (the repository), and `run_id` (the session). Mem0 classifies each extracted memory as shared project knowledge or a personal preference.
4. **Recall.** On the next session's first prompt, the plugin searches automatically and supplies up to five relevant memories. No model is called to write the query.
@@ -116,14 +110,10 @@ Every memory carries identifiers showing where it came from:
| Identifier | What it is | Example |
| --- | --- | --- |
| `user_id` | You (personal memory only) | Your Mem0 user ID |
| `agent_id` | The project identity (shared memory only) | `acme-payments-api-<hash>` |
| `agent_id` | The project identity (shared memory only) | `acme-payments-api` |
| `app_id` | The repository (scopes both lanes) | `acme-payments-api` |
| `run_id` | The Claude Code session | The session ID |
New Git repository memories use an `agent_id` with a hash of the Git remote identity so matching owner/repository names on different hosts stay separate. Searches also include the previous unhashed `agent_id`, scoped by the repository's `app_id`, so existing shared memories remain available after upgrading. Those older memories retain their original namespace, which did not distinguish Git hosts. Local folders continue using a hash of their path.
Explicitly forgetting shared project memory with `--include-project-memory` covers both repository IDs. Without that option, shared memories are preserved.
A search returns the union of shared project memory and your personal preferences. The scope narrows the project part:
| Scope | What you get |
@@ -134,7 +124,7 @@ A search returns the union of shared project memory and your personal preference
The `dir` scope is hierarchical: a parent directory sees everything in its children, but a child never sees the parent's memories.
The search tool accepts an optional `run_id` with every scope (`repo`, `dir`, and `mine`); `/mem0:search` exposes it as `--run-id session-id`. It restricts both shared and personal results to memories saved in that coding-agent session. Omit it to search across sessions. This is a memory filter, not a label for the session making the request; automatically filtering by the current session would hide earlier-session memories. Each memory update still records the session's `run_id`. Set the default scope with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE` env var.
Pass `--run-id <session-id>` to see only what one specific session recorded. Set the default scope with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE` env var.
## Settings
@@ -155,7 +145,7 @@ Breaking update. Your memories carry over, most local config does not.
- **Commands replaced.** Old commands replaced by `/mem0:search`, `/mem0:status`, `/mem0:forget`, `/mem0:pause`, `/mem0:resume`, `/mem0:remember`.
- **MCP server replaced.** Nine read/write tools replaced by the single read-only `search_memories` tool.
- **Local config ignored.** `~/.mem0/settings.json` and per-project `mem0.md` files are no longer read.
- **Old memories remain searchable.** Pre-upgrade memories may use different categories. Omit category filters if an older memory is missing from the results.
- **Old memories searchable, not by category.** Normal search finds pre-upgrade memories, but category filters do not.
```bash
claude plugin marketplace update mem0-plugins
+38 -40
View File
@@ -1,13 +1,9 @@
---
title: Codex
description: "Add persistent memory to OpenAI Codex with automatic capture, automatic recall, a search tool, and six memory skills."
description: "Add persistent memory to OpenAI Codex with the Mem0 plugin: MCP server, lifecycle hooks, and SDK skill."
---
Add persistent memory to [**OpenAI Codex**](https://openai.com/index/codex/) with the Mem0 plugin. Codex forgets everything between tasks. This plugin fixes that by connecting to Mem0's cloud memory layer via MCP, automatically capturing learnings at key lifecycle points, and retrieving relevant context on the first prompt of a session. Codex can use the search tool for recall later in the session.
<Info>Current plugin version: `0.3.1`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
Add persistent memory to [**OpenAI Codex**](https://openai.com/codex/) with the Mem0 plugin. Codex forgets everything between tasks. This plugin fixes that by connecting to Mem0's cloud memory layer via MCP, automatically capturing learnings at key lifecycle points, and retrieving relevant context before every response.
## Prerequisites
@@ -19,9 +15,7 @@ Before setting up Mem0 with Codex, ensure you have:
2. OpenAI Codex access
3. Python 3.10 or newer available as `python3`
4. Your API key added to your shell profile (persists across sessions):
3. Your API key added to your shell profile (persists across sessions):
<CodeGroup>
```bash zsh
@@ -39,7 +33,7 @@ source ~/.bashrc
### Option A: Plugin Marketplace (Recommended)
Install the full plugin, including automatic capture and recall, the `search_memories` tool, and six memory skills.
Install the full plugin including MCP server, lifecycle hooks, and SDK skill.
1. Add the Mem0 marketplace:
@@ -81,7 +75,7 @@ bearer_token_env_var = "MEM0_API_KEY"
Make sure `MEM0_API_KEY` is exported in the shell you launch Codex from, then restart Codex.
This gives you the hosted MCP tools but not the plugin's lifecycle hooks or six memory skills.
This gives you the MCP tools but not the lifecycle hooks or SDK skill.
### Managing the Plugin
@@ -94,7 +88,7 @@ codex plugin marketplace remove mem0-plugins # unregister the marketplace enti
To update, run `codex plugin marketplace upgrade` to pull the latest from the Mem0 repo.
<Info icon="check">
After Option A, ask Codex to search memory for a recent project decision. After Option B, ask it to list your Mem0 entities. If the matching tool responds, the connection is ready.
After either option, start a new Codex task and ask: *"List my mem0 entities"* or *"Search my memories for hello"*. If the `mem0` tools appear and respond, you're all set.
</Info>
## Codex Cloud
@@ -112,16 +106,13 @@ Lifecycle hooks that shell out to local scripts (Option A) are not applicable in
| Component | Plugin Install | MCP Only |
|-----------|:--------------:|:--------:|
| Memory tools | `search_memories` | 9 CRUD tools |
| Lifecycle hooks | Yes | No |
| Native subagent memory lifecycle | Yes | No |
| Memory skills | 6 | No |
| MCP Server (9 memory tools) | Yes | Yes |
| Lifecycle Hooks | Opt-in (see below) | No |
| Mem0 SDK Skill | Yes | No |
Mem0's Codex package does not bundle a named custom agent. If you define project or user agents under `.codex/agents/` or `~/.codex/agents/`, the full Mem0 plugin gives every native subagent the parent turn's retrieved memory context and records its completed result.
## Available MCP Tools
## Direct MCP tools
Option B exposes the following hosted tools. The full plugin in Option A uses the focused `search_memories` tool and captures writes through lifecycle hooks.
Once installed, the following tools are available in every Codex session:
| Tool | Description |
|------|-------------|
@@ -135,33 +126,46 @@ Option B exposes the following hosted tools. The full plugin in Option A uses th
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
## Lifecycle hooks
## Lifecycle Hooks
Option A registers the hooks with the plugin. No separate hook installer or global `hooks.json` edit is required.
Unlike Claude Code, Codex has no plugin-host mechanism for auto-wiring hooks from an installed plugin: it only reads hooks from `~/.codex/hooks.json` (or `<repo>/.codex/hooks.json`). Installing the plugin (Option A) does **not** turn hooks on by itself. To enable them, run the bundled installer once against your local clone:
```bash
python3 <path-to-your-clone>/integrations/mem0-plugin/scripts/install_codex_hooks.py
```
This merges Mem0's entries into `~/.codex/hooks.json` and is idempotent (safe to re-run after upgrading). It also requires the `codex_hooks` feature flag in `~/.codex/config.toml`:
```toml
[features]
codex_hooks = true
```
The installer prints a reminder if the flag isn't set. Restart Codex after installing hooks or editing the config. To remove: `python3 .../install_codex_hooks.py --uninstall`.
Once enabled, Mem0 hooks into Codex's lifecycle to automatically manage memory:
| Hook | Event | What it does |
|------|-------|-------------|
| **Session start** | `SessionStart` | Initializes the project session and recovers pending capture |
| **User prompt** | `UserPromptSubmit` | Records each prompt; searches on the first prompt when it has at least 20 characters |
| **Post-tool** | `PostToolUse` | Records useful tool outcomes for the completed exchange |
| **Subagent start** | `SubagentStart` | Reuses the parent turn's retrieved memory context in the child |
| **Subagent stop** | `SubagentStop` | Records the child transcript path and completed result |
| **Stop** | `Stop` | Captures completed work and starts a background flush when needed |
| **Pre-compact** | `PreCompact` | Flushes pending capture before context compaction |
| **Session end** | `SessionEnd` | Flushes any remaining capture in the background |
| **Session start** | `SessionStart` | Loads prior memories and displays status banner |
| **User prompt** | `UserPromptSubmit` | Searches relevant memories before each message |
| **Pre-tool (3 handlers)** | `PreToolUse` | Blocks MEMORY.md writes; enforces `user_id`/`app_id` on mem0 tool calls; scans files being read for relevant memory context |
| **Post-tool** | `PostToolUse` | Tracks stats, scans bash errors for related memories |
| **Stop** | `Stop` | Stores a session summary at the end of every assistant turn (not just at session end) |
| **Pre-compact** | `PreCompact` | Stores a summary before the context is compacted |
What you type is stored as yours. Codex's captured responses are stored as the assistant's, so its suggestions never become your stated preferences.
What you type is stored as yours. What Codex produces (session summaries and compaction summaries) is stored as the assistant's, so its suggestions never become your stated preferences.
## Example Workflow
```text
# Task 1: Setting up a new service
You: Create a REST API for the notifications service using Express and TypeScript. Prefer explicit error types over generic catch-all handlers.
You: Create a REST API for the notifications service using Express and TypeScript.
# Codex searches memories, finds your preferences from prior tasks.
# Mem0 stores what you said as yours:
# - Your preference: "Prefers explicit error types over generic catch-all"
# ...and completed work reported by Codex as the assistant's:
# ...and what Codex did as the assistant's, in the session summary:
# - Decision: "Notifications service uses Express + TypeScript + Zod validation"
# - Convention: "All API routes follow /api/v1/{resource} pattern"
@@ -172,18 +176,12 @@ You: Add WebSocket support for real-time notification delivery.
# Follows the same patterns established in the first task.
```
## Search and capture
The local `search_memories` tool accepts `query`, `top_k`, `category`, `scope` (`repo`, `dir`, or `mine`), and optional `run_id` with every scope. Use a known session ID to recall memories saved in that session; omit it to search across sessions. See [search scopes](/integrations/claude-code#search-scope) for the shared Python search contract, including legacy repository memory compatibility.
Captured prompts and responses retain their full redacted text without a per-message character cutoff. Large extraction inputs are split across requests without dropping message text; recall output and tool-result previews have separate limits.
## Troubleshooting
- **"Connection failed"**: Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`
- **No tools appearing**: Restart your Codex session after installation
- **Duplicate `mem0` MCP / "tool collision" errors**: You combined Option A with Option B. Remove the `[mcp_servers.mem0]` block from `~/.codex/config.toml`; the plugin registers it automatically
- **Hooks not firing**: Confirm you installed Option A and restart Codex. MCP-only installs (Option B) do not include hooks.
- **Hooks not firing**: Hooks are opt-in and are not installed by the marketplace install itself. Run `scripts/install_codex_hooks.py` (see [Lifecycle Hooks](#lifecycle-hooks)), confirm `codex_hooks = true` is set under `[features]` in `~/.codex/config.toml`, and restart Codex. MCP-only installs (Option B) never include hooks
<CardGroup cols={2}>
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
+10 -62
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@@ -1,13 +1,9 @@
---
title: Cursor
description: "Add persistent memory to Cursor with automatic capture, explicit recall, a search tool, and six memory skills."
description: "Add persistent memory to Cursor with the Mem0 MCP server for context-aware coding."
---
Add persistent memory to [**Cursor**](https://cursor.com) with the Mem0 plugin. Cursor captures completed work in the background, and its agent can search relevant project context in later sessions. You can also connect only the hosted MCP server when you do not need lifecycle capture.
<Info>Current plugin version: `0.3.1`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
Add persistent memory to [**Cursor**](https://cursor.com) with the Mem0 MCP server. Your AI assistant forgets everything between sessions. Mem0 fixes that by connecting Cursor to Mem0's cloud memory layer via MCP so you can save and retrieve relevant context during coding sessions.
## Prerequisites
@@ -19,9 +15,7 @@ Before setting up Mem0 with Cursor, ensure you have:
2. Cursor installed ([cursor.com](https://cursor.com))
3. Python 3.10 or newer available as `python3`
4. Your API key added to your shell profile (persists across sessions):
3. Your API key added to your shell profile (persists across sessions):
<CodeGroup>
```bash zsh
@@ -41,25 +35,13 @@ source ~/.bashrc
## Installation
### Option A: Full Plugin (Recommended)
Add the Mem0 marketplace:
```bash
cursor-agent plugin marketplace add https://github.com/mem0ai/mem0
```
Open Cursor's **Customize** page or run `/plugins`, select the **Mem0 Plugins** marketplace, and install **Mem0** at user or project scope. Enter your Mem0 API key when Cursor asks for the plugin configuration, then restart Cursor.
The full plugin includes automatic capture, the `search_memories` recall tool, lifecycle hooks, and six memory skills.
### Option B: One-Click Deeplink (MCP Only)
### Option A: One-Click Deeplink (MCP Only)
The fastest way to get started. Click the link below to install the Mem0 MCP server directly in Cursor:
[Install Mem0 MCP in Cursor](cursor://anysphere.cursor-deeplink/mcp/install?name=mem0&config=eyJtY3BTZXJ2ZXJzIjp7Im1lbTAiOnsidXJsIjoiaHR0cHM6Ly9tY3AubWVtMC5haS9tY3AvIiwiaGVhZGVycyI6eyJBdXRob3JpemF0aW9uIjoiVG9rZW4gJHtlbnY6TUVNMF9BUElfS0VZfSJ9fX19)
### Option C: npx (MCP Only)
### Option B: npx (MCP Only)
```bash
npx mcp-add \
@@ -69,7 +51,7 @@ npx mcp-add \
--clients "cursor"
```
### Option D: Manual Configuration (MCP Only)
### Option C: Manual Configuration (MCP Only)
Add the following to your `.cursor/mcp.json`:
@@ -91,19 +73,9 @@ Add the following to your `.cursor/mcp.json`:
</Info>
## What's included
## Available MCP Tools
| Component | Full plugin | MCP only |
| --- | :---: | :---: |
| Memory tools | `search_memories` | 9 CRUD tools |
| Automatic capture | Yes | No |
| Recall | `search_memories` | MCP search tools |
| Lifecycle hooks | Yes | No |
| Memory skills | 6 | No |
## MCP-only tools
Options B, C, and D expose the following hosted tools. The full plugin uses the focused `search_memories` tool and captures writes through lifecycle hooks.
Once installed, the following tools are available in every Cursor session:
| Tool | Description |
|------|-------------|
@@ -117,29 +89,11 @@ Options B, C, and D expose the following hosted tools. The full plugin uses the
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
## Lifecycle hooks
The full plugin translates Cursor's native events into the shared Mem0 memory lifecycle:
| Cursor event | What Mem0 does |
| --- | --- |
| `sessionStart` | Initializes the project session and recovers pending capture |
| `beforeSubmitPrompt` | Observes the submitted prompt; recall stays tool-driven because this event cannot inject context |
| `postToolUse` / `postToolUseFailure` | Records useful tool results and failures |
| `afterAgentResponse` / `stop` | Captures the completed exchange |
| `preCompact` / `sessionEnd` | Flushes pending capture in the background |
<Note>
Cursor's `beforeSubmitPrompt` hook cannot add context to a prompt. Use `search_memories` to recall memories.
</Note>
The plugin does not register subagent start or stop hooks.
## Example Workflow
```text
# Session 1: Debugging a performance issue
You: The API endpoint /users is taking 3 seconds. Help me optimize it. Prefer query-level fixes over caching.
You: The API endpoint /users is taking 3 seconds. Help me optimize it.
# Cursor agent searches memories, proceeds with investigation.
# Mem0 stores what you said as yours:
@@ -155,16 +109,10 @@ You: The /orders endpoint is also slow, same pattern as before.
# Immediately checks for N+1 queries and missing indexes.
```
## Search and capture
The local `search_memories` tool accepts `query`, `top_k`, `category`, `scope` (`repo`, `dir`, or `mine`), and optional `run_id` with every scope. Use a known session ID to recall memories saved in that session; omit it to search across sessions. See [search scopes](/integrations/claude-code#search-scope) for the shared Python search contract, including legacy repository memory compatibility.
Captured prompts and responses retain their full redacted text without a per-message character cutoff. Large extraction inputs are split across requests without dropping message text; recall output and tool-result previews have separate limits.
## Troubleshooting
- **"Connection failed"**: Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`
- **Duplicate tools**: Do not combine the full plugin with an MCP-only option. Remove the standalone `mem0` MCP entry before installing the plugin.
- **Duplicate tools**: If you had a previous MCP config for `mem0`, remove it before installing the plugin
- **No tools appearing**: Go to Cursor Settings > MCP and verify the `mem0` server shows as connected
<CardGroup cols={2}>
+14 -54
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@@ -1,38 +1,24 @@
---
title: DeepSeek Harness
description: "Add persistent memory to DeepSeek Harness with automatic recall, automatic capture, and two native Mem0 tools."
description: "Add persistent Mem0 memory to the DeepSeek Harness (Cordis) agent with two native tools: search and add."
---
Add persistent memory to the [**DeepSeek Harness**](https://github.com/deepseek-ai/deepseek-harness) with `@mem0/deepseek-plugin`. The plugin recalls relevant context before a model request, captures completed turns, and provides explicit Mem0 tools when the agent needs them.
<Info>Current package version: `0.3.0`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
Add persistent memory to the [**DeepSeek Harness**](https://github.com/deepseek-ai/deepseek-harness) with `@mem0/deepseek-plugin`. The Harness agent forgets everything between sessions. This plugin gives it two Mem0-backed tools so recall and writes persist across runs, sharing the same memory bank you already use from Claude Code, Codex, and other agents.
## Overview
The plugin provides automatic memory plus two agent-callable tools:
The plugin registers two agent-callable tools:
| Capability | What it does |
| Tool | Does |
|---|---|
| Automatic recall | Searches with the latest human prompt and adds unseen results to the model context |
| Automatic capture | Stores the human and assistant messages from each completed turn |
| `search_memory` | Recall facts from Mem0 relevant to a query |
| `add_memory` | Store a fact in Mem0 for future sessions |
Unlike file-based memory plugins, Mem0 is a managed backend: server-side extraction, semantic dedup, and conflict resolution, with memories reusable by integrations that use compatible user identities and search filters.
Unlike file-based memory plugins, Mem0 is a managed backend: server-side extraction, semantic dedup, and conflict resolution, with the same memory reusable across every agent you connect.
## How it works
A Cordis plugin is a module exporting `apply(ctx, config)`. This plugin waits for the Harness tool and system-prompt services, then uses their native extension points:
- `system-prompt/assemble` recalls memory before a model request.
- `session/event` captures only completed turns from the durable event stream.
- `ctx.tools.register(...)` exposes explicit search and add tools.
Cordis removes the listeners and tools when the plugin unmounts. Memory failures are fail-open, so a Mem0 outage does not stop the agent from completing its normal work.
DeepSeek Harness provides subagents through separate host-composition packages. This Mem0 package does not register a named Sidekick or claim child filesystem isolation. A Harness child uses Mem0 only when its own agent preset includes the Mem0 plugin.
A Cordis plugin is a module exporting `apply(ctx, config)`. This one declares `inject = ['tools']` so it waits for the harness tool registry, then registers the two tools via `ctx.tools.register(...)`. When the plugin unmounts, the tools are removed automatically (Cordis revertible effects).
## Prerequisites
@@ -58,28 +44,19 @@ source ~/.bashrc
## Try it locally
1. Build and pack the plugin:
1. Build the plugin:
```sh
cd integrations/deepseek-plugin
pnpm install --frozen-lockfile
pnpm install
pnpm build
mkdir -p /tmp/mem0-deepseek-plugin
pnpm pack --pack-destination /tmp/mem0-deepseek-plugin
```
2. Install it into a disposable Harness profile so Harness supplies its peer dependencies:
2. Point the Harness at it. Copy `cordis.example.yml`, set the absolute path to `dist/index.js` and your `userId`, then load it:
```sh
DSH_HOME=/tmp/mem0-dsh-dev pnpm dlx @deepseek-ai/dsh@0.1.1-rc.2 \
plugin --profile headless add /tmp/mem0-deepseek-plugin/mem0-deepseek-plugin-0.3.0.tgz
pnpm dsh web --patch ./integrations/deepseek-plugin/cordis.example.yml
```
3. Copy `cordis.example.yml`, set its installed package path and your `userId`, then load it with the same profile:
```sh
DSH_HOME=/tmp/mem0-dsh-dev pnpm dlx @deepseek-ai/dsh@0.1.1-rc.2 \
web --patch ./integrations/deepseek-plugin/cordis.example.yml
```
4. Open the web UI and ask the agent to remember something, then recall it in a later turn.
3. Open the web UI and ask the agent to remember something, then recall it in a later turn.
The `cordis.yml` entry looks like this:
@@ -88,12 +65,10 @@ The `cordis.yml` entry looks like this:
- name: "@deepseek-ai/dsh-tools"
- insert:
- id: mem0
name: "/tmp/mem0-dsh-dev/profiles/headless/node_modules/@mem0/deepseek-plugin/dist/index.js"
name: "/absolute/path/to/integrations/deepseek-plugin/dist/index.js"
config:
# apiKey is read from MEM0_API_KEY when omitted here.
userId: "your-user-id"
autoRecall: true
autoCapture: true
# host: "https://your-onprem.mem0.ai" # optional: Platform on-prem / dedicated base URL
```
@@ -105,25 +80,10 @@ For a Mem0 Platform on-prem or dedicated deployment, point `config.host` at that
|---|---|---|---|
| `apiKey` | no | `$MEM0_API_KEY` | Mem0 platform API key |
| `userId` | yes | | Default entity that owns the memories |
| `allowUserOverride` | no | `false` | Permit model-selected access to a different user only in a trusted multi-user deployment |
| `host` | no | `api.mem0.ai` | Platform base URL (on-prem / dedicated) |
| `autoRecall` | no | `true` | Recall relevant memory before model requests |
| `autoCapture` | no | `true` | Store completed human and assistant turns |
Both tools also accept optional per-call `userId`, `agentId`, and `runId` params so a single install can partition memory by entity, agent, or session; `userId` defaults to the configured user, while `agentId` and `runId` are omitted unless supplied. Automatic recall and capture use the configured user without an agent, repository, or session filter. Automatic capture preserves full redacted user and assistant message text without a per-message character cutoff.
Both tools also accept optional per-call `userId`, `agentId`, and `runId` params so a single install can partition memory by entity, agent, or session; when omitted they fall back to the configured `userId`.
## Telemetry
Writes are tagged `source="DEEPSEEK_HARNESS"` so Mem0 can attribute usage to this integration. Anonymous usage events include operation names, durations, result counts, and coarse failure kinds. Queries, memory text, entity IDs, and API keys are never included. Set `MEM0_TELEMETRY=false` to opt out.
<Note>
This plugin is a developer preview and tracks the evolving DeepSeek Harness plugin API.
</Note>
## Troubleshooting
- **`MISSING_CREDENTIAL` for `deepseek-official`**: Configure `DEEPSEEK_API_KEY` through Harness's Models page or export it in the shell that launches Harness.
- **`EMFILE: too many open files, watch` on macOS**: Launch Harness with `CHOKIDAR_USEPOLLING=1`.
- **Mem0 tools do not appear**: Run Harness with `--dump-config` and confirm the final composition contains the `mem0` row and the installed `dist/index.js` path.
Per-call `userId` overrides are rejected unless the operator enables `allowUserOverride: true`. Automatic recall and capture always use the configured user.
Writes are tagged `source="DEEPSEEK_HARNESS"` so Mem0's backend can attribute usage to this integration.
+64
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@@ -0,0 +1,64 @@
---
title: Eve
description: "Use Mem0 as a first-class memory provider for Vercel Eve agents."
---
[Eve](https://eve.dev/docs/memory) is Vercel's agent framework. A memory provider sits in the agent loop: Eve recalls context before each turn, captures completed turns, and exposes provider tools. `@mem0/eve` is Mem0's implementation of that contract.
This is not the Mem0 MCP connection. MCP gives the model tools it may or may not call. The memory provider runs automatically. The live MCP install is `eve add connection/mem0`.
## Install
```bash
npm install @mem0/eve
```
`eve` is a peer dependency. Get an API key from the [Mem0 dashboard](https://app.mem0.ai/dashboard/api-keys).
Create `agent/memory/mem0.ts`:
```ts
import { defineMemory } from "eve/memory";
import { byPrincipal } from "eve/memory/scope";
import { mem0Provider } from "@mem0/eve";
export default defineMemory({
description: "Recall and manage durable context for the current user.",
provider: mem0Provider({
apiKey: process.env.MEM0_API_KEY!,
}),
scope: byPrincipal,
});
```
`eve add memory/mem0` is not in Eve's catalog yet. After Mem0 is listed in the official registry, that command will create the same slot file.
## How it works
1. **Recall.** Before each turn and after compaction, Mem0 searches memories for the locked Eve scope and returns `{ id, content }` messages. Eve injects those as user-role messages attributed to the slot.
2. **Capture.** After a successful turn, Mem0 adds the user messages from that turn and, when present, that turn's assistant reply. By default (`infer: true`) Mem0 extracts durable facts. Capture is deduplicated per `operationId` on a best-effort basis (an in-process gate plus a durable `metadata.operation_id` lookup); because that check and the write are not atomic and platform writes are asynchronous, a restart or concurrent worker can occasionally capture a turn twice.
3. **Tools.** The model can call `search`, `remember`, and `forget`. Eve qualifies them as `mem0__search`, `mem0__remember`, and `mem0__forget` when the slot file is `mem0.ts`. `remember` returns `{ status: "saved" }` on a resolved write or `{ status: "queued" }` when the platform accepts it for asynchronous extraction.
Eve owns namespace, scope, and when recall/capture run. Mem0 owns storage, ranking, and extraction. Search, capture, remember, and forget are partitioned by `memory.scope.key`. Forget deletes by id only after confirming the memory belongs to that key.
## Options
```ts
mem0Provider({
apiKey: process.env.MEM0_API_KEY!,
topK: 5,
threshold: 0.1,
rerank: false,
infer: true,
autoSearch: { enabled: true },
capture: { enabled: true },
});
```
See the [`@mem0/eve` README](https://github.com/mem0ai/mem0/tree/main/integrations/eve) for the full option list.
## Related
- [Eve memory docs](https://eve.dev/docs/memory)
- [Build a memory provider](https://eve.dev/docs/memory/custom-provider)
- [Vercel AI SDK](/integrations/vercel-ai-sdk) for `generateText` / `streamText` apps that are not Eve agents
+26 -61
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@@ -1,35 +1,39 @@
---
title: Hermes Agent
description: "Add long-term memory to Hermes agents with Mem0 using the managed Platform, a self-hosted server, or fully local OSS."
description: "Add long-term memory to Hermes agents with Mem0, on managed Mem0 Cloud or fully self-hosted (OSS), with automatic background sync and zero-latency prefetch."
---
Add long-term memory to [Hermes Agent](https://github.com/NousResearch/hermes-agent), a self-improving AI agent CLI by Nous Research. Hermes has a pluggable memory system, and Mem0 is one of the supported providers. Once enabled, Mem0 learns facts from your conversations and surfaces relevant ones for the current question, without slowing down the chat.
Add long-term memory to [Hermes Agent](https://github.com/NousResearch/hermes-agent), a self-improving AI agent CLI by Nous Research. Hermes has a pluggable memory system, and Mem0 is one of the supported providers. Once enabled, Mem0 learns facts from your conversations and surfaces relevant ones before each turn, without slowing down the chat.
You can run Mem0 in three ways:
You can run Mem0 in two ways:
- **Platform mode** (default): managed Mem0 Cloud. Add your API key and you are ready.
- **Self-hosted server mode**: point the plugin at a Mem0 server you run yourself (the Docker-shipped server). The plugin only talks HTTP to your server.
- **OSS mode**: run Mem0 in-process with your own LLM, embedder, and vector store. No Mem0 server required.
- **OSS mode**: fully self-hosted with your own LLM, embedder, and vector store. No data leaves your machine.
## How It Works
Hermes runs a built-in memory system (file-based `MEMORY.md` and `USER.md`) alongside one external provider. When Mem0 is active, it works additively with the built-in system at two points in every conversation turn.
Hermes runs a built-in memory system (file-based `MEMORY.md` and `USER.md`) alongside one external provider. When Mem0 is active, it works additively with the built-in system at three points in every conversation turn.
### 1. Current-turn recall (bounded wait)
### 1. Before the agent responds (prefetch)
When you send a message, Hermes searches your stored memories for the current question and waits up to 3 seconds for results. If they arrive in time, they are injected into the system prompt so the model can see them. If the backend is slower, Hermes skips the injection and the model can still call `mem0_search` itself — so a slow backend never blocks a turn.
When you send a message, Hermes checks for cached Mem0 search results from the previous turn. If they exist, those memories are injected into the system prompt so the model can see them. This is zero-latency, with no waiting on an API call.
### 2. Background fact extraction (sync)
### 2. After the agent responds (sync)
Once the model finishes, Hermes sends the `(user message, assistant response)` pair to Mem0 in a background thread. Mem0 extracts facts automatically (for example, "user prefers Python" or "user works at Acme Corp"), so you never have to tell it what to remember. Each write is tagged with the gateway channel it came from.
### 3. Background prefetch for the next turn
At the same time, Hermes runs a background search to pre-load relevant memories for your next message. By the time you type, the results are already cached.
## Agent Tools
When Mem0 is active, the model gets four tools it can call during a conversation:
When Mem0 is active, the model gets five tools it can call during a conversation:
| Tool | Description | Parameters |
|------|-------------|------------|
| `mem0_search` | Semantic search by meaning, ranked by relevance | `query` (required), `top_k` (default 10, max 50), `rerank` (default `false`, Platform mode only) |
| `mem0_list` | List all stored memories, for a full overview | `page`, `page_size` (default 100, max 200) |
| `mem0_search` | Semantic search by meaning, ranked by relevance | `query` (required), `top_k` (default 10, max 50), `rerank` (default `true`, Platform mode only) |
| `mem0_add` | Store a fact verbatim, with no LLM extraction | `content` (required) |
| `mem0_update` | Update a memory's text by ID | `memory_id`, `text` (both required) |
| `mem0_delete` | Delete a memory by ID | `memory_id` (required) |
@@ -75,36 +79,6 @@ memory:
That's it. Mem0 runs automatically from here.
## Self-Hosted Server Setup
Run the [Mem0 server](https://github.com/mem0ai/mem0/tree/main/server) (FastAPI + pgvector) from its Docker image and point the plugin at it. Unlike OSS mode, the plugin just talks HTTP to your server.
### Interactive
```bash
hermes memory setup
# Select "mem0", then "Self-hosted server", and enter the server URL
```
### With flags
```bash
hermes memory setup mem0 --mode selfhosted \
--host http://localhost:8888 \
--api-key your-admin-api-key
```
### With environment variables
```bash
echo "MEM0_HOST=http://localhost:8888" >> ~/.hermes/.env
echo "MEM0_API_KEY=your-admin-api-key" >> ~/.hermes/.env
```
Then start a fresh Hermes session and call `mem0_search` — it connects to your server. The plugin authenticates with `X-API-Key` and uses the server's `/search` and `/memories` routes. The API key is optional only for servers running with `AUTH_DISABLED`.
<Note>Setting `host` routes to the self-hosted server automatically. Don't combine it with `mode: oss` — OSS takes precedence and ignores `host`.</Note>
## OSS (Self-Hosted) Setup
OSS mode runs Mem0 entirely on your own infrastructure: your LLM, your embedder, and your vector store. No data is sent to Mem0 Cloud, and no Mem0 API key is required.
@@ -137,20 +111,15 @@ hermes memory setup mem0 --mode oss \
| Flag | Description |
|------|-------------|
| `--mode` | `platform`, `selfhosted`, or `oss` |
| `--api-key` | Platform API key, or the admin key of a self-hosted server |
| `--host` | Self-hosted server URL (with `--mode selfhosted`) |
| `--mode` | `platform` or `oss` |
| `--oss-llm` | LLM provider (`openai` or `ollama`, default `openai`) |
| `--oss-llm-key` | LLM API key (for `openai`) |
| `--oss-llm-model` | Override the LLM model |
| `--oss-llm-url` | LLM base URL (for `ollama` or a custom endpoint) |
| `--oss-embedder` | Embedder provider (default `openai`) |
| `--oss-embedder-key` | Embedder API key |
| `--oss-embedder-model` | Override the embedder model |
| `--oss-embedder-url` | Embedder base URL (for `ollama` or a custom endpoint) |
| `--oss-vector` | Vector store (`qdrant` or `pgvector`, default `qdrant`) |
| `--oss-vector-path` | Local Qdrant storage path |
| `--oss-vector-url` | Qdrant server URL |
| `--oss-vector-host`, `--oss-vector-port` | PGVector or remote Qdrant host and port |
| `--oss-vector-user`, `--oss-vector-password`, `--oss-vector-dbname` | PGVector connection details |
| `--user-id` | Canonical user identifier |
@@ -158,7 +127,7 @@ hermes memory setup mem0 --mode oss \
## Switching Modes
You can move between the three modes at any time. Run the setup command again, or edit `~/.hermes/mem0.json` directly.
You can move between Platform and OSS at any time. Run the setup command again, or edit `~/.hermes/mem0.json` directly.
```bash
# Platform to OSS
@@ -167,9 +136,6 @@ hermes memory setup mem0 --mode oss --oss-llm-key sk-...
# OSS to Platform
hermes memory setup mem0 --mode platform --api-key sk-...
# Platform to a self-hosted server
hermes memory setup mem0 --mode selfhosted --host http://localhost:8888
# Preview without writing anything
hermes memory setup mem0 --mode oss --oss-llm-key sk-... --dry-run
```
@@ -180,7 +146,7 @@ A self-hosted `~/.hermes/mem0.json` looks like this:
{
"mode": "oss",
"oss": {
"llm": {"provider": "openai", "config": {"model": "gpt-5-mini", "is_reasoning_model": true}},
"llm": {"provider": "openai", "config": {"model": "gpt-5-mini"}},
"embedder": {"provider": "openai", "config": {"model": "text-embedding-3-small"}},
"vector_store": {"provider": "qdrant", "config": {"path": "~/.hermes/mem0_qdrant"}}
}
@@ -193,12 +159,11 @@ Behavioral settings live in `~/.hermes/mem0.json` and are written for you by `he
| Key | Default | Description |
|-----|---------|-------------|
| `mode` | `platform` | `platform` (Mem0 Cloud) or `oss` (self-managed, in-process). Self-hosted server routing is set via `host` |
| `host` | none | Self-hosted Mem0 server URL. When set, the plugin talks HTTP to your server instead of the cloud |
| `api_key` | none | Mem0 Platform API key, or the admin key of a self-hosted server. Stored in `.env` as `MEM0_API_KEY` |
| `mode` | `platform` | `platform` (Mem0 Cloud) or `oss` (self-hosted) |
| `api_key` | none | Mem0 Platform API key, required in Platform mode. Stored in `.env` as `MEM0_API_KEY` |
| `user_id` | `hermes-user` | Identifier that scopes memories. See cross-channel behavior below |
| `agent_id` | `hermes` | Agent identifier attached to writes |
| `rerank` | `false` | Rerank search results for relevance (Platform mode only) |
| `rerank` | `true` | Rerank search results for relevance (Platform mode only) |
### Cross-channel memories
@@ -209,11 +174,12 @@ Hermes can run from the CLI and from gateways like Telegram, Slack, and Discord.
Either way, every write is tagged with `metadata.channel` (for example `telegram` or `cli`), so per-channel views are still possible at query time.
## Reliability
- **Circuit breaker**: if Mem0 fails five times in a row, Hermes pauses calls for two minutes, then retries. The agent keeps working without memory during that window. Expected client errors, like a 404 on a missing memory id, do not count toward tripping the breaker.
- **Non-blocking**: fact extraction runs in a background daemon thread, and current-turn recall waits at most 3 seconds, so a slow or failed call never blocks your conversation.
- **Thread-safe**: the client uses lazy initialization with locking, and the background sync and recall threads are guarded so concurrent gateway messages cannot produce duplicate memories.
- **Non-blocking**: every Mem0 call runs in a background daemon thread, so a slow or failed call never blocks your conversation.
- **Thread-safe**: the client uses lazy initialization with locking, and the background sync and prefetch threads are guarded so concurrent gateway messages cannot produce duplicate memories.
## Troubleshooting
@@ -222,7 +188,6 @@ Either way, every write is tagged with `metadata.channel` (for example `telegram
The circuit breaker tripped after five consecutive failures and resets after two minutes.
- **Platform mode**: check your API key and internet connection.
- **Self-hosted server mode**: check that the server is running and reachable at the configured `host` URL.
- **OSS mode**: make sure your vector store (Qdrant or PGVector) is running and reachable.
### OSS: vector store connection refused
@@ -252,8 +217,8 @@ curl http://localhost:11434/api/tags
## Key Features
1. **Three ways to run**: managed Platform, a self-hosted server, or fully local OSS, switchable at any time.
2. **Current-turn recall**: memories for the current question are injected within a 3-second window, with `mem0_search` as the model's own backstop.
1. **Two ways to run**: managed Platform or fully self-hosted OSS, switchable at any time.
2. **Zero-latency recall**: memories are prefetched in the background and cached before you type.
3. **Automatic extraction**: Mem0 extracts and deduplicates facts from each exchange for you.
4. **Non-blocking and fault tolerant**: background threads plus a circuit breaker keep the agent responsive even when Mem0 is unreachable.
5. **Additive memory**: works alongside Hermes' built-in file memory (`MEMORY.md`, `USER.md`).
-117
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@@ -1,117 +0,0 @@
---
title: Kimi Code
description: "Add persistent project memory to Kimi Code with automatic capture, automatic recall, Mem0 skills, and tools."
---
Kimi Code forgets project decisions between sessions. The Mem0 plugin captures completed work, recalls relevant context before a response, and gives Kimi explicit memory tools and skills.
<Info>Current plugin version: `0.3.1`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
## Prerequisites
1. A Mem0 Platform account and API key:
- [Sign up at app.mem0.ai](https://app.mem0.ai?utm_source=oss&utm_medium=integration-kimi)
- [Get your API key](https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=integration-kimi) (starts with `m0-`)
2. [Kimi Code](https://www.kimi.com/code) with plugin support.
3. Python 3.10+ and Git on your machine.
## Quick start
Export the key in the shell where you start Kimi Code:
```bash
export MEM0_API_KEY='your-mem0-api-key'
kimi
```
Inside Kimi Code, install the native plugin bundle and reload the session:
```text
/plugins install https://github.com/mem0ai/mem0/tree/main/integrations/kimi-plugin
/reload
```
Run `/plugins info mem0` to confirm that the plugin, MCP server, skills, and hooks loaded.
## What you get
- **Automatic capture:** Kimi records completed exchanges locally and flushes durable project knowledge to Mem0 in the background.
- **Automatic recall:** Relevant memories are added before Kimi answers the first prompt in a session, if that prompt has at least 20 characters.
- **Explicit search:** Kimi can call `search_memories` when it needs a more specific answer.
- **Six memory skills:** Search, status, remember, forget, pause, and resume use the same memory behavior as the other Mem0 coding-agent plugins.
- **Project scoping:** Memories stay attached to the repository, with separate personal and shared project lanes.
Credentials are redacted before memory capture. If Mem0 is unavailable, hooks fail open so Kimi can continue its normal work.
## How it works
Kimi's native lifecycle events are translated into the shared Mem0 memory lifecycle:
| Kimi event | What Mem0 does |
| --- | --- |
| `SessionStart` | Initializes the project session and recovers pending capture |
| `UserPromptSubmit` | Records each prompt; searches on the first prompt when it has at least 20 characters |
| `PostToolUse` / `PostToolUseFailure` | Records useful tool results and failures |
| `Stop` | Captures the completed exchange |
| `PreCompact` / `SessionEnd` | Flushes pending capture in the background |
The plugin does not register subagent start or stop hooks or supply parent memories to child agents.
## Verify the plugin
In one session, say:
```text
Remember exactly: the release codename for this repository is ORCHID-9274.
```
Start a new Kimi session in the same repository and ask:
```text
What is the release codename for this repository? Do not infer it from repository files.
```
Kimi should return `ORCHID-9274` from memory.
## Managing the plugin
```text
/plugins list
/plugins info mem0
/plugins disable mem0
/plugins enable mem0
/plugins remove mem0
```
Run `/reload` or start a new session after enabling, disabling, or reinstalling the plugin.
## Search and capture
The local `search_memories` tool accepts `query`, `top_k`, `category`, `scope` (`repo`, `dir`, or `mine`), and optional `run_id` with every scope. Use a known session ID to recall memories saved in that session; omit it to search across sessions. See [search scopes](/integrations/claude-code#search-scope) for the shared Python search contract, including legacy repository memory compatibility.
Captured prompts and responses retain their full redacted text without a per-message character cutoff. Large extraction inputs are split across requests without dropping message text; recall output and tool-result previews have separate limits.
## Troubleshooting
| Problem | Fix |
| --- | --- |
| Missing API key | Start Kimi from a shell where `MEM0_API_KEY` is exported. |
| Plugin changes do not appear | Run `/plugins reload`, then `/reload` or `/new`. |
| MCP server is disabled | Run `/plugins mcp enable mem0 mem0`, then `/reload`. |
| No memory in a later session | Wait a moment for the background flush, then ask Kimi to search memory explicitly. |
| Remove the plugin | Run `/plugins remove mem0`. |
<CardGroup cols={2}>
<Card title="Cursor" icon="arrow-pointer" href="/integrations/cursor">
Add the same persistent project memory to Cursor
</Card>
<Card title="Claude Code" icon="/images/provider-icons/anthropic.svg" href="/integrations/claude-code">
Use Mem0 with Claude Code and its isolated sidekick
</Card>
</CardGroup>
<Snippet file="star-on-github.mdx" />
+12 -15
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@@ -5,10 +5,6 @@ description: "Add long-term memory to OpenClaw agents using the Mem0 plugin with
Add long-term memory to [OpenClaw](https://github.com/openclaw/openclaw) agents with the `@mem0/openclaw-mem0` plugin. Your agent forgets everything between sessions. This plugin fixes that by automatically watching conversations, extracting what matters, and bringing it back when relevant.
<Info>Current package version: `1.1.0`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent). OpenClaw subagents can recall parent memories. Mem0 does not capture their sessions.
## Overview
<Frame>
@@ -18,12 +14,11 @@ Sidekick is available only in the [Claude Code plugin](/integrations/claude-code
The plugin provides:
1. **Triage**: The agent extracts durable facts from conversations using a structured protocol with importance gates and domain overlays
2. **Recall**: Before each turn, relevant memories are retrieved with reranking and injected into context
3. **Agent Tools**: Eight tools for explicit memory operations during conversations
3. **Dream**: Periodic memory consolidation merges duplicates, resolves conflicts, prunes stale entries
4. **Agent Tools**: Eight tools for explicit memory operations during conversations
Skills mode, `autoRecall`, and `autoCapture` are all enabled by default during `openclaw mem0 init`.
Automatic capture preserves the full text of selected user and assistant messages after noise filtering and secret redaction, without a per-message character cutoff. It selects recent messages and earlier work summaries; it does not capture every message in the conversation.
## Requirements
Check your OpenClaw version:
@@ -106,7 +101,7 @@ You no longer need manual config editing to get started. Everything happens insi
</Step>
</Steps>
That's it. No API key, no config file editing, no environment variables. The plugin is now active with skills-based memory (triage and recall) running automatically.
That's it. No API key, no config file editing, no environment variables. The plugin is now active with skills-based memory (triage, recall, and dream) running automatically.
<Note>The chat flow uses the same underlying config as manual setup: it writes `apiKey`, `userId`, and `skills` config into `openclaw.json` for you. You can still open the file to inspect or override values afterward.</Note>
@@ -147,6 +142,7 @@ That's it. No API key, no config file editing, no environment variables. The plu
"keywordSearch": true,
"identityAlwaysInclude": true
},
"dream": { "enabled": true },
"domain": "companion"
}
}
@@ -345,8 +341,8 @@ openclaw mem0 status --json
|-----|------|---------|-------------|
| `mode` | `"platform"` \| `"open-source"` | `"platform"` | Which backend to use |
| `userId` | `string` | OS username | Scope memories per user |
| `autoRecall` | `boolean` | `true` | Inject memories before each turn, including when skills mode is configured. |
| `autoCapture` | `boolean` | `true` | Store facts after each turn, including when skills mode is configured. |
| `autoRecall` | `boolean` | `true` | Inject memories before each turn. Ignored when `skills` is configured. |
| `autoCapture` | `boolean` | `true` | Store facts after each turn. Ignored when `skills` is configured. |
| `topK` | `number` | `5` | Max memories per recall |
| `searchThreshold` | `number` | `0.3` | Min similarity (0–1) |
@@ -445,7 +441,7 @@ If `openclaw plugins update` fails:
### Auto-Capture and Auto-Recall
Auto-capture and auto-recall are **enabled by default**. They also run when skills mode is configured (the default after `openclaw mem0 init`). Set `autoRecall` or `autoCapture` to `false` to disable the corresponding automatic hook while using skills.
Auto-capture and auto-recall are **enabled by default**. When skills mode is configured (the default after `openclaw mem0 init`), these are ignored in favor of the skills-based triage/recall/dream protocol.
To disable either:
@@ -468,12 +464,13 @@ The agent can always use memory tools (`memory_add`, `memory_search`, etc.) expl
### Credential Protection
The plugin never stores API keys, tokens, or secrets as memories. Four independent layers enforce this:
The plugin never stores API keys, tokens, or secrets as memories. Five independent layers enforce this:
1. **Triage gate**: The extraction prompt rejects values matching known credential patterns (`sk-`, `m0-`, `ghp_`, `AKIA`, `Bearer`, `password=`, `token=`, `secret=`)
2. **Extraction instructions**: Default extraction rules explicitly instruct the model to store only that a credential was configured, never the value
3. **Configurable patterns**: Add custom credential patterns via `skills.triage.credentialPatterns`
4. **CLI redaction**: `openclaw mem0 config show` redacts sensitive fields (`apiKey`, `oss.*.config.apiKey`)
2. **Dream cleanup**: Periodic memory consolidation deletes any memories that slipped through containing credential patterns
3. **Extraction instructions**: Default extraction rules explicitly instruct the model to store only that a credential was configured, never the value
4. **Configurable patterns**: Add custom credential patterns via `skills.triage.credentialPatterns`
5. **CLI redaction**: `openclaw mem0 config show` redacts sensitive fields (`apiKey`, `oss.*.config.apiKey`)
### API Key Storage
+25 -13
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@@ -5,10 +5,6 @@ description: "Add persistent memory to OpenCode with the Mem0 plugin: native SDK
Add persistent memory to [**OpenCode**](https://opencode.ai) with the Mem0 plugin. Your agent forgets everything between sessions. Mem0 fixes that by storing decisions, preferences, and learnings so they carry over automatically.
<Info>Current package version: `0.3.0`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
## Prerequisites
1. A Mem0 API key (starts with `m0-`):
@@ -37,7 +33,7 @@ opencode plugin @mem0/opencode-plugin
**Or let your agent do it**: paste this into OpenCode:
```
Install @mem0/opencode-plugin by following https://raw.githubusercontent.com/mem0ai/mem0/main/integrations/opencode-plugin/README.md
Install @mem0/opencode-plugin by following https://raw.githubusercontent.com/mem0ai/mem0/main/integrations/mem0-plugin/.opencode-plugin/README.md
```
This adds the plugin to your `~/.config/opencode/opencode.json`. Restart OpenCode. You get the native memory tools, lifecycle hooks, and all `/mem0-*` slash commands. The memory tools are registered by the plugin itself via the `mem0ai` SDK. No MCP server to configure.
@@ -65,9 +61,9 @@ If you only need the memory tools without the plugin's hooks or skills, point Op
| Component | Plugin (A) | Standalone MCP (B) |
|-----------|:----------:|:------------------:|
| 10 memory tools | Native (SDK) | 9 remote MCP tools |
| 9 memory tools | Native (SDK) | Remote MCP server |
| Lifecycle Hooks | Yes | No |
| 7 Skills | Yes | No |
| 9 Skills | Yes | No |
## Available Memory Tools
@@ -82,7 +78,6 @@ If you only need the memory tools without the plugin's hooks or skills, point Op
| `delete_all_memories` | Bulk delete all memories in scope |
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
| `get_event_status` | Check the processing status of an asynchronous memory event |
## Memory scope
@@ -92,9 +87,9 @@ If you only need the memory tools without the plugin's hooks or skills, point Op
|-------|-------|--------|
| `project` *(default)* | this repo (`user_id` + `app_id`) | this repo |
| `session` | this run only (`+ run_id`) | this run |
| `global` | **all your projects in the workspace** (filtered by your user ID) | user-wide |
| `global` | **all your projects in the workspace** (`app_id: "*"`) | user-wide |
Select `/mem0-scope global` before requesting a cross-project tool operation. A tool cannot enable global scope by supplying an argument alone. Switch back with `/mem0-scope project` when finished.
Ask naturally, for example, *"search my memories across all my projects"*. The agent passes `scope: "global"`. For normal questions it stays scoped to the current project automatically.
To change the **default** scope (used when no scope is passed), run the `/mem0-scope` skill:
@@ -115,14 +110,30 @@ The plugin uses the [mem0ai](https://www.npmjs.com/package/mem0ai) TypeScript SD
| OpenCode Event | Hook | What happens |
|----------------|------|-------------|
| `config` | **Config** | Registers the `/mem0-*` slash commands (`config.command`) and adds the plugin's own `opencode-skills/` dir to OpenCode's `skills.paths` for in-place skill discovery (no copying) |
| `chat.message` | **Chat message** | Searches prior memories on session start, searches relevant memories before each prompt, sends every third qualifying user prompt for extraction |
| `chat.message` | **Chat message** | Searches prior memories on session start, searches relevant memories before each prompt, auto-captures learnings periodically |
| `tool.execute.before` | **Pre-tool** | Blocks MEMORY.md writes, steering them to the `add_memory` tool |
| `tool.execute.after` | **Post-tool** | Scans Bash errors and pre-fetches related error memories |
| `experimental.chat.messages.transform` | **Messages transform** | Injects memory context (session memories, search results, error lookups) into the prompt |
| `experimental.session.compacting` | **Compaction** | Stores session state memory, then injects prior memories into compaction context |
| `experimental.session.compacting` | **Compaction** | Stores session state memory, then injects prior memories into compaction context so nothing is lost |
| `shell.env` | **Shell env** | Exports `MEM0_USER_ID`, `MEM0_APP_ID`, `MEM0_SESSION_ID`, and `MEM0_BRANCH` to all shell executions |
Automatic capture sends the selected user prompt with its full redacted text, without a per-message character cutoff. It does not capture every prompt or the full assistant transcript. These automatic writes use user and project scope, with the session ID in `metadata.session_id`; session-scoped tools use top-level `run_id`. A session-scoped search therefore does not include automatic writes that lack `run_id`.
## Auto-dream (memory consolidation)
The plugin can automatically consolidate stored memories by merging duplicates, dropping stale/sensitive entries, and rewriting vague ones. This keeps your memory set clean over time. It runs at most once per session, and only when **all** gates pass:
- **Time**: at least `minHours` (default 24) since the last consolidation
- **Sessions**: at least `minSessions` (default 5) sessions since then
- **Memories**: at least `minMemories` (default 20) stored for the project
A filesystem lock (`~/.mem0/mem0-dream.lock`) keeps two sessions from consolidating at once. Tune the thresholds with a `dream` block in `~/.mem0/settings.json`, or disable entirely with `MEM0_DREAM=false`:
```json
{
"dream": { "enabled": true, "auto": true, "minHours": 24, "minSessions": 5, "minMemories": 20 }
}
```
If auto-dream hasn't run yet, it's almost always because a gate hasn't been met (most often too few memories). Run `/mem0-status` to see the exact gate progress (e.g. `sessions 2/5, memories 3/20`), `/mem0-dream` to consolidate **now** regardless of the gates, or lower the thresholds above.
## Troubleshooting
@@ -130,6 +141,7 @@ Automatic capture sends the selected user prompt with its full redacted text, wi
- **"Connection failed"**: Verify your key is set: `echo $MEM0_API_KEY`
- **Plugin not loading**: Run `opencode plugin @mem0/opencode-plugin` again, then restart
- **Hooks not firing**: Hooks require the plugin install (Option A). MCP-only installs don't include hooks.
- **Auto-dream never runs**: It's gated (time + sessions + memories). Run `/mem0-status` to see which gate is blocking, or `/mem0-dream` to consolidate now.
- **Wrong project name / memories not found**: The project id comes from your git remote; launch OpenCode from inside the repo (not your home directory). Check the resolved id with `/mem0-status`.
<CardGroup cols={2}>
+41 -19
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@@ -1,22 +1,19 @@
---
title: Pi Agent
description: "Add persistent memory to Pi Agent with the Mem0 plugin, semantic search, and automatic capture."
description: "Add persistent memory to Pi Agent with the Mem0 plugin semantic search, auto-capture, and dream consolidation."
---
Add persistent memory to [**Pi Agent**](https://pi.dev) with `@mem0/pi-agent-plugin`. Your agent forgets everything between sessions. This plugin fixes that by automatically capturing knowledge from conversations, storing it in Mem0's cloud memory layer, and retrieving relevant context before every response.
<Info>Current package version: `0.3.0`.</Info>
Sidekick is available only in the [Claude Code plugin](/integrations/claude-code#sidekick-agent).
## Overview
The plugin provides:
1. **Auto-capture**: Extracts durable facts from both user and assistant messages automatically
2. **Semantic recall**: Automatically searches project memories before each agent turn; `mem0_memory` supports additional explicit searches
3. **Monorepo-aware scoping**: Uses git root for project detection, consistent across subdirectories
4. **Confirmation dialogs**: Destructive commands ask before acting via Pi's built-in UI
5. **6 skills + 6 commands**: Essential memory management from slash commands and agent-guided workflows
2. **Semantic recall**: Retrieves relevant memories via the `mem0_memory` tool before each response
3. **Dream consolidation**: Periodic maintenance: merges duplicates, resolves contradictions, prunes stale entries
4. **Monorepo-aware scoping**: Uses git root for project detection, consistent across subdirectories
5. **Confirmation dialogs**: Destructive commands ask before acting via Pi's built-in UI
6. **8 skills + 8 commands**: Essential memory management from slash commands and agent-guided workflows
## Prerequisites
@@ -62,7 +59,14 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
"userId": "your-username",
"autoCapture": true,
"defaultScope": "project",
"searchThreshold": 0.3
"searchThreshold": 0.3,
"dream": {
"enabled": true,
"auto": true,
"minHours": 24,
"minSessions": 5,
"minMemories": 20
}
}
```
@@ -72,7 +76,12 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
| `userId` | `string` | `$MEM0_USER_ID` or `"default"` | User identity for memory scoping |
| `autoCapture` | `boolean` | `true` | Store facts from conversations automatically |
| `defaultScope` | `string` | `"project"` | Default memory scope: `project`, `session`, or `global` |
| `searchThreshold` | `number` | `0.3` | Minimum similarity score (0–1) a memory must reach to count as a match for `/mem0-search` and `/mem0-forget`, enforced on each result's relevance score. Raise it to be stricter; lower it if relevant results are missed. |
| `searchThreshold` | `number` | `0.3` | Minimum similarity score (0–1) a memory must reach to count as a match for `/mem0-search`, `/mem0-forget`, and `/mem0-pin`, enforced on each result's relevance score. Raise it to be stricter; lower it if relevant results are missed. |
| `dream.enabled` | `boolean` | `true` | Enable dream consolidation |
| `dream.auto` | `boolean` | `true` | Auto-trigger dreams when thresholds are met |
| `dream.minHours` | `number` | `24` | Minimum hours between auto-dreams |
| `dream.minSessions` | `number` | `5` | Minimum sessions before first auto-dream |
| `dream.minMemories` | `number` | `20` | Minimum memories before auto-dream triggers |
## What's Included
@@ -80,10 +89,11 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
| Component | Description |
|-----------|-------------|
| `mem0_memory` tool | Agent-callable tool for search, add, get_all, delete, delete_all |
| 6 slash commands | Essential memory management from the command line |
| 6 skills | Guide the agent on how to use each capability |
| 8 slash commands | Essential memory management from the command line |
| 8 skills | Guide the agent on how to use each capability |
| Auto-capture | Extracts and stores facts on every `agent_end` event |
| System prompt | Appends memory policy to every agent turn |
| Dream consolidation | Automated memory maintenance with session/time/count gates |
## Agent Tool
@@ -109,6 +119,8 @@ Tool output is truncated to 200 lines / 50KB to prevent context overflow.
| `/mem0-forget <query>` | Search and delete memories (with confirmation dialog) |
| `/mem0-search <query>` | Semantic search across memories |
| `/mem0-tour [scope]` | Browse all memories grouped by category |
| `/mem0-dream` | Consolidate: merge duplicates, prune stale, resolve contradictions |
| `/mem0-pin <query>` | Pin a memory to protect from dream pruning (preserves memory ID) |
| `/mem0-scope <scope>` | Change default scope for this session (project, session, global) |
| `/mem0-status` | Connection health, identity, and memory count |
@@ -119,19 +131,28 @@ Memories are scoped using Mem0's `user_id`, `app_id`, and `run_id` parameters:
| Scope | Filters | Use Case |
|-------|---------|----------|
| `project` | user_id + app_id (git root) | **Default.** Project-specific knowledge: decisions, architecture, config |
| `session` | user_id + app_id + run_id | Memories saved with the current session ID (no automatic expiration) |
| `session` | user_id + app_id + run_id | Ephemeral context for the current session only |
| `global` | user_id only | All memories across all your projects |
The `app_id` is auto-detected from the git repository root (`git rev-parse --show-toplevel`), so all subdirectories within a monorepo share the same memory pool. Falls back to the working directory name for non-git directories. The `run_id` is derived from Pi's session file path. Automatic recall and capture use project scope, regardless of `defaultScope`; automatic writes do not include `run_id`. Use session-scoped tools or commands to save and recall session-specific memories. Captured user and assistant message text is redacted without a per-message character cutoff.
The `app_id` is auto-detected from the git repository root (`git rev-parse --show-toplevel`), so all subdirectories within a monorepo share the same memory pool. Falls back to the working directory name for non-git directories. The `run_id` is derived from Pi's session file path.
Global tool operations require `/mem0-scope global` or `defaultScope: "global"` in plugin configuration. A model-supplied `scope` argument cannot enable cross-project access on its own. Empty or wildcard user, project, and session identities are rejected.
## Dream Consolidation
## Confirmation Dialogs
### Confirmation Dialogs
Destructive and mutating commands use Pi's built-in `ctx.ui.confirm()` dialog before acting:
- `/mem0-forget` asks "Delete this memory?" before deleting a single match
- Cancelling the operation is always safe. No changes are made.
- `/mem0-pin` asks "Pin this memory?" before modifying it
- Cancelling either operation is always safe. No changes are made
### Pin
`/mem0-pin` uses Mem0's `update()` API to prepend `[PINNED]` to the memory text. This preserves the original memory ID. There is no add+delete cycle that would lose history or change the UUID.
### Dream Consolidation
The plugin includes automated memory maintenance ("dream") that merges duplicates, resolves contradictions, and prunes stale entries. When enabled, dreams auto-trigger after enough sessions, time, and memories accumulate (configurable via `dream.*` settings). Run `/mem0-dream` to trigger consolidation manually at any time. Pinned memories (via `/mem0-pin`) are protected from pruning.
## Example Workflow
@@ -148,9 +169,10 @@ You: What do you know about my preferences?
## Troubleshooting
- **"No API key found"**: Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`. If empty, add it to your shell profile (see Prerequisites)
- **Extension not loading**: Check Pi startup output for errors. For a source checkout, run `pnpm build`, then `pi -e ./dist/entry.js` from the plugin directory
- **Extension not loading**: Check Pi startup output for errors. Run `pi -e ./src/entry.ts` from the plugin directory for verbose output
- **Memories not capturing**: Verify `autoCapture` is `true` (default). Check `/mem0-status` for connection health
- **Wrong project detected**: The plugin uses the git repository root as `app_id`. If not in a git repo, it falls back to the working directory name. Run `/mem0-status` to see the detected project
- **Dream not triggering**: All three gates must pass (time, sessions, memories). Use `/mem0-dream` to force it manually
<CardGroup cols={2}>
<Card title="Claude Code Integration" icon="/images/provider-icons/anthropic.svg" href="/integrations/claude-code">
+1 -1
View File
@@ -63,7 +63,7 @@ mode: "custom"
Add memory to your coding agent
</h3>
<p className="text-sm text-gray-600 dark:text-zinc-400">
Start with Claude Code, then choose the individual guide for Cursor, Codex, Kimi Code, OpenCode, OpenClaw, Pi Agent, DeepSeek Harness, or Antigravity.
Plugins that let Claude Code, Cursor, Codex, and other harnesses remember your project. Opens the Claude Code guide.
</p>
</div>
</a>
+14 -17
View File
@@ -256,24 +256,24 @@ If the user is on a pre-current major (Python < 2, TS < 3, or a Platform call st
- [Camel AI](https://docs.mem0.ai/integrations/camel-ai) [Both]: Use when the user is on Camel AI.
- [ChatDev](https://docs.mem0.ai/integrations/chatdev) [Platform]: Use when the user is on ChatDev.
- [Hermes](https://docs.mem0.ai/integrations/hermes) [Both]: Use when the user is on Hermes.
- [Pi Agent](https://docs.mem0.ai/integrations/pi-agent) [Platform]: Use when adding automatic capture, prompt recall, scoped memory, and six memory commands to Pi Agent.
- [DeepSeek Harness](https://docs.mem0.ai/integrations/deepseek-plugin) [Platform]: Use when adding automatic recall, completed-turn capture, and native search/add tools to DeepSeek Harness.
- [Pi Agent](https://docs.mem0.ai/integrations/pi-agent) [Platform]: Use when adding persistent memory to Pi Agent with the Mem0 plugin.
- [DeepSeek Harness](https://docs.mem0.ai/integrations/deepseek-plugin) [Platform]: Use when adding persistent memory to the DeepSeek Harness (Cordis) agent via the Mem0 plugin.
- [OpenAI Agents SDK](https://docs.mem0.ai/integrations/openai-agents-sdk) [Platform]: Use when the user is on the OpenAI Agents SDK.
- [Google AI ADK](https://docs.mem0.ai/integrations/google-ai-adk) [Platform]: Use when the user is on Google's Agent Development Kit.
- [Mastra](https://docs.mem0.ai/integrations/mastra) [Platform]: Use when the user is on Mastra (TypeScript).
- [OpenClaw](https://docs.mem0.ai/integrations/openclaw) [Both]: Use when adding persistent memory to OpenClaw agents with Mem0 Platform or a self-hosted backend.
- [OpenClaw](https://docs.mem0.ai/integrations/openclaw) [Both]: Use when wiring Mem0 into Claude Code or editors via OpenClaw.
- [Vercel AI SDK](https://docs.mem0.ai/integrations/vercel-ai-sdk) [Both]: Use when the user is on the Vercel AI SDK.
- [Eve](https://docs.mem0.ai/integrations/eve) [Platform]: Use when adding Mem0 as a first-class Eve memory provider (`@mem0/eve`, `mem0Provider`, hand-written `agent/memory/mem0.ts`). `eve add memory/mem0` is not available yet. Not the Mem0 MCP connection (`eve add connection/mem0`).
- [Vercel](https://docs.mem0.ai/integrations/vercel) [Platform]: Use when deploying on Vercel and installing Mem0 from the Vercel Marketplace.
- [Strands Agents](https://docs.mem0.ai/integrations/strands) [Both]: Use when the user is on AWS Strands and wants a native MemoryStore.
### AI Coding Tools
- [Claude Code](https://docs.mem0.ai/integrations/claude-code) [Platform]: Use when wiring memory into Claude Code.
- [Claude Code](https://docs.mem0.ai/integrations/claude-code) [Both]: Use when wiring memory into Claude Code.
- [Claude.ai](https://docs.mem0.ai/integrations/claude-ai) [Platform]: Use when connecting Mem0 to Claude.ai (the hosted web app) via a custom remote MCP connector, or when Claude's native memory seems to be crowding out mem0 tool calls.
- [Cursor](https://docs.mem0.ai/integrations/cursor) [Platform]: Use when adding lifecycle capture, explicit memory recall, and six memory skills to Cursor.
- [Codex](https://docs.mem0.ai/integrations/codex) [Platform]: Use when adding automatic capture and recall, six memory skills, and a search tool to OpenAI Codex.
- [Kimi Code](https://docs.mem0.ai/integrations/kimi) [Platform]: Use when adding persistent project memory to Kimi Code through its native plugin lifecycle.
- [OpenCode](https://docs.mem0.ai/integrations/opencode) [Platform]: Use when adding ten native SDK memory tools, automatic context, seven skills, and project scoping to OpenCode.
- [Antigravity](https://docs.mem0.ai/integrations/antigravity) [Platform]: Use when adding lifecycle capture, explicit recall, and six memory skills to Google Antigravity.
- [Cursor](https://docs.mem0.ai/integrations/cursor) [Platform]: Use when wiring memory into Cursor.
- [Codex](https://docs.mem0.ai/integrations/codex) [Platform]: Use when wiring memory into Codex / other editor assistants.
- [OpenCode](https://docs.mem0.ai/integrations/opencode) [Platform]: Use when wiring memory into OpenCode.
- [Antigravity](https://docs.mem0.ai/integrations/antigravity) [Platform]: Use when wiring memory into Google Antigravity.
### Voice & Real-time
- [LiveKit](https://docs.mem0.ai/integrations/livekit) [Platform]: Use when building real-time voice/video with memory.
@@ -418,25 +418,22 @@ Each subdirectory is a Claude Code Skill (`SKILL.md` + supporting assets). Load
Source: https://github.com/mem0ai/mem0/tree/main/integrations/claude-code-plugin
The self-contained Claude Code plugin lives in `integrations/claude-code-plugin/` (v0.3.1, installs as `mem0@mem0-plugins`). It captures evidence locally through lifecycle hooks, extracts memories in a detached background worker, and exposes a single local MCP tool, `search_memories`, plus six `/mem0:*` skills and `mem0:sidekick`, available only in Claude Code. Pure-stdlib Python, nothing to install.
The `integrations/claude-code-plugin/` directory is the Claude Code plugin (v0.3.0, installs as `mem0@mem0-plugins`). It captures evidence locally through lifecycle hooks, extracts memories in a detached background worker, and exposes a single local MCP tool, `search_memories`, plus six `/mem0:*` skills and the `mem0:sidekick` agent. Pure-stdlib Python, nothing to install.
### Coding-Agent Plugin Sources
### Editor Plugin (shared glue)
Source: https://github.com/mem0ai/mem0/tree/main/integrations/agent-plugin-core
Source: https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin
The `integrations/agent-plugin-core/` directory is the single source for shared Python and TypeScript memory behavior. Native plugins live in their own sibling directories, while `integrations/mem0-agent-plugin/` is the single portable Agent Plugins v1 package. Sidekick is available only in Claude Code. The portable package provides search and skills but no automatic capture; its remember skill cannot save a new memory on its own. Shared Python search accepts optional `run_id` for session-specific recall in every scope. TypeScript integrations reuse the core's lifecycle, formatting, identity, scoping, and telemetry utilities while keeping their public packages and native host APIs unchanged.
The `integrations/mem0-plugin/` directory provides MCP server connection, lifecycle hooks, and skill bundling for Cursor, Codex, Kimi, Antigravity, and OpenCode. It exposes 9 MCP tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`. Claude Code moved to `integrations/claude-code-plugin/` in v0.3.0; do not run both at the same time.
Editor-specific setup docs (already listed above under `## Integrations > AI Coding Tools`):
- `integrations/claude-code` [Platform]
- `integrations/claude-code` [Both]
- `integrations/cursor` [Platform]
- `integrations/codex` [Platform]
- `integrations/kimi` [Platform]
- `integrations/opencode` [Platform]
- `integrations/antigravity` [Platform]
- `integrations/openclaw` [Both]
- `integrations/pi-agent` [Platform]
- `integrations/deepseek-plugin` [Platform]
### MCP Endpoints
+17 -10
View File
@@ -1,26 +1,32 @@
# Integrations (`integrations/`)
Agent and editor integrations. Most packages are self-contained; coding-agent plugins share the code in `agent-plugin-core/`. Check the table before running anything.
Agent and editor integrations. Each subdirectory is self-contained: its own `package.json`, lockfile, build, and tests. **There is no shared toolchain.** Check the table before running anything.
| Directory | Package | Build | Lint | Test |
|-----------|---------|-------|------|------|
| `eve/` | `@mem0/eve` | tsup (ESM) | none | vitest |
| `vercel-ai-sdk/` | `@mem0/vercel-ai-provider` | tsup (CJS+ESM) | ESLint + Prettier | jest + vitest (edge/node) |
| `openclaw/` | `@mem0/openclaw-mem0` | tsup (ESM) | none | vitest |
| `agent-plugin-core/` | Shared Python/TypeScript behavior, skill templates, builds, and conformance | Python build script | ruff + tsc | pytest + node:test |
| `mem0-agent-plugin/` | One portable Agent Plugins v1 package | Python | ruff | shared conformance |
| `claude-code-plugin/`, `cursor-plugin/`, `codex-plugin/`, `kimi-plugin/`, `antigravity-plugin/` | Self-contained native plugins generated from the shared Python core | Python | ruff | pytest |
| `opencode-plugin/` | `@mem0/opencode-plugin` (Bun/TypeScript) | tsup (via Bun) | tsc | bun test |
| `claude-code-plugin/` | Claude Code plugin, installs as `mem0@mem0-plugins` (v0.3.0) | none | ruff | pytest |
| `mem0-plugin/` | Cursor / Codex / Kimi / Antigravity / OpenCode plugin (legacy — Claude Code moved to `claude-code-plugin/`) | none | none | pytest |
| `mem0-plugin/.opencode-plugin/` | `@mem0/opencode-plugin` | Bun | none | tsc type-check |
| `pi-agent-plugin/` | `@mem0/pi-agent-plugin` | tsup | none | vitest |
| `deepseek-plugin/` | `@mem0/deepseek-plugin` | tsup (ESM) | none | vitest |
| `n8n-nodes-mem0/` | `@mem0/n8n-nodes-mem0` | tsc | ESLint (n8n-nodes-base) | none |
| `zapier-mem0/` | `@mem0/zapier` | tsc | none | offline unit tests + `zapier validate` |
| `mem0-strands/` | `mem0-strands` (PyPI) | hatch | Ruff + mypy | pytest |
pnpm for TypeScript packages except `opencode-plugin/` (Bun). `mem0-strands/` uses Python/pip/hatch. Never npm or yarn.
pnpm everywhere except `.opencode-plugin/` (Bun) and `mem0-strands/` (Python: pip / hatch). Never npm, never yarn.
## Commands
```bash
cd integrations/eve
pnpm install
pnpm run typecheck
pnpm run test
pnpm run build
cd integrations/vercel-ai-sdk
pnpm install
pnpm run build # tsup
@@ -41,9 +47,10 @@ Run the type check after every TypeScript change: `pnpm run typecheck` or `tsc -
## What each one is
- **`eve/`** is the Eve memory provider (`mem0Provider`). Eve calls recall on `turn.started` and `compaction.completed`, capture on `turn.completed` when enabled, and exposes `search` / `remember` / `forget` tools. This is not the Mem0 MCP connection.
- **`vercel-ai-sdk/`** wraps the Vercel AI SDK through a `createMem0` provider. Integrations for AI-SDK repos go through this wrapper, not raw `MemoryClient`.
- **`agent-plugin-core/`** owns the shared Python memory runtime, TypeScript lifecycle utilities, skill templates, builds, and conformance runner. Claude Code is the behavioral source of truth. Native manifests and adapters live in sibling plugin directories; do not hand-edit their generated `core/` or `skills/` trees. Build and validation details are in [`agent-plugin-core/README.md`](agent-plugin-core/README.md).
- **`opencode-plugin/`** is a Bun/TypeScript plugin for OpenCode (`@mem0/opencode-plugin` on npm). It registers Mem0 memory tools as an OpenCode plugin with its own skills and telemetry.
- **`claude-code-plugin/`** is the Claude Code plugin (v0.3.0, installs as `mem0@mem0-plugins`): local evidence capture via lifecycle hooks, background memory extraction to the Mem0 Platform, a local `search_memories` MCP tool, six `/mem0:*` skills, and the `mem0:sidekick` agent. Pure-stdlib Python — no dependencies to install. Its `core/` + `adapters/claude/` split marks engine vs. harness glue; future per-harness plugins start by copying `core/` and keeping the contract tests verbatim (see its `docs/CONTRACT.md`).
- **`mem0-plugin/`** connects Cursor, Codex, Kimi, Antigravity, and OpenCode to the MCP server at `mcp.mem0.ai` and installs lifecycle hooks for automatic memory capture. Exposes 9 MCP tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`. The Claude Code plugin moved to [`claude-code-plugin/`](claude-code-plugin/) in v0.3.0 (installs as `mem0@mem0-plugins`); do not run both at the same time.
- **`openclaw/`**, **`pi-agent-plugin/`**, **`deepseek-plugin/`** are editor and agent plugins with the same shape. `deepseek-plugin/` registers Mem0 search/add tools as a native DeepSeek Harness (Cordis) plugin.
- **`n8n-nodes-mem0/`** is an n8n community node: add, search, get, update, delete.
- **`zapier-mem0/`** is a Zapier Platform CLI app: add, search, get, delete. It deploys to Zapier, not npm, so it is **not** in the release router. Deploy it with `gh workflow run zapier-mem0-cd.yml --ref main` (needs the `ZAPIER_DEPLOY_KEY` secret).
@@ -51,11 +58,11 @@ Run the type check after every TypeScript change: `pnpm run typecheck` or `tsc -
## Adding an integration
1. For a native coding-agent host, add `integrations/<name>-plugin/` with `plugin-build.json`, its manifest, and a thin adapter, then generate its shared runtime. Portable clients use the single `mem0-agent-plugin/` package. Independent TypeScript integrations stay self-contained and import shared lifecycle behavior from `agent-plugin-core/typescript/`.
1. Create `integrations/<name>/` and build it there, self-contained.
2. If it publishes to a registry, set `repository.directory: "integrations/<name>"` in `package.json` so npm provenance links to the right subdirectory.
3. Add `.github/workflows/<name>-checks.yml` and `<name>-cd.yml`. Use `integrations/<name>` in the `paths:` trigger, `working-directory`, and `cache-dependency-path`. Register the release tag prefix in the `case` block in `release.yml`, keeping the bare `v*` arm last.
**Workflow filenames are load-bearing:** npm OIDC trusted publishing is pinned to repository plus workflow filename. Renaming one breaks publishing.
4. Register the CI workflow in `ci-gate.yml`: a path filter under the `changes` job, a call job, and an entry in the gate job's `needs` list.
5. If it is a Claude Code or editor marketplace plugin, register the generated native bundle path in the applicable marketplace files. Preserve the existing public plugin name.
5. If it is a Claude Code or editor marketplace plugin, register its path in all five `marketplace.json` files: root, `.claude-plugin/`, `.cursor-plugin/`, `.codex-plugin/`, and `.agents/plugins/`.
6. Document it under `docs/integrations/` and add the page to `docs/docs.json` and `docs/llms.txt`.
7. Add rows to the table above and to the CI/CD tables in [`../.github/AGENTS.md`](../.github/AGENTS.md).
-126
View File
@@ -1,126 +0,0 @@
# Mem0 agent plugin core
This directory is the single source of shared memory behavior for Mem0 coding-agent plugins. Installable plugins remain ordinary sibling directories under `integrations/`.
## Architecture
```text
integrations/
├── agent-plugin-core/ # Shared source; never installed as a plugin
│ ├── python/ # Claude-derived capture, recall, MCP, scoping, and telemetry
│ ├── typescript/ # Shared lifecycle, formatting, identity, scoping, and telemetry
│ ├── skills/ # The only source for the six generated memory skills
│ ├── build/ # Bundle builder, schemas, and validation
│ ├── conformance/ # One offline/live verification entry point
│ └── tests/
├── mem0-agent-plugin/ # One portable Agent Plugins v1 package
├── claude-code-plugin/ # Native Claude package and adapter
├── cursor-plugin/ # Native Cursor package and adapter
├── codex-plugin/ # Native Codex package and adapter
├── kimi-plugin/ # Native Kimi package and adapter
└── antigravity-plugin/ # Native Antigravity package and adapter
```
Each native directory owns only its manifest, native hooks or adapter, tests, and `plugin-build.json`. Its `core/` and `skills/` directories are generated from this module. They are committed because clients install a self-contained plugin directory and the Agent Plugins specification forbids package files from resolving outside the plugin root.
Sidekick belongs only to Claude Code. Its agent definition is in `claude-code-plugin/agents/sidekick.md`; its hooks are in `claude-code-plugin/adapters/claude/hook.py`. Other plugins must not register Sidekick. The shared core handles memory and native subagent tracking for Claude Code and Codex.
TypeScript integrations (`openclaw`, `opencode-plugin`, `pi-agent-plugin`, and `deepseek-plugin`) import `typescript/src/` at build time. Their package builders include the shared implementation in their normal output; they do not carry checked-in copies.
## Shared memory behavior
The six Python packages use the same `search_memories` MCP tool and six skill templates. Native hooks collect conversations and flush them to Mem0 in the background. The portable package uses the Agent Plugins v1 layout so compatible hosts can load its MCP server and skills. It has no lifecycle hooks or flush worker; its bundled `remember` skill assumes automatic capture and cannot save a memory on its own.
Python search accepts `query`, `top_k`, `category`, `scope`, and optional `run_id`:
| Scope | Memories searched |
| --- | --- |
| `repo` (default) | Shared repository memories and your personal memories in that repository |
| `dir` | Shared memories from the current directory and its children, plus your personal repository memories |
| `mine` | Your personal memories in that repository |
`run_id` filters any scope to memories saved in a known coding-agent session. Omit it for recall across sessions; it does not attribute the search request to the current session. Native Python extraction writes include the session's `run_id`.
New Git repository writes use a hashed remote identity for shared `agent_id`. Search and explicit shared-memory deletion include both that ID and the legacy unhashed ID under the same `app_id`. Legacy memories remain accessible, but their original ambiguity between matching owner/repository names on different Git hosts remains.
Captured prompts and responses preserve their full text after secret redaction. Python extraction splits oversized input across requests without dropping message text. The session-end worker flushes the conversation already collected by hooks without adding the final answer again. Search queries, retrieved context, and tool evidence have separate limits.
TypeScript hosts reuse redaction and lifecycle utilities but retain their own tools, scopes, and capture events. They do not inherit the Python `repo`/`dir`/`mine` contract or its background batching. OpenCode captures selected user prompts; Pi and DeepSeek capture completed conversation turns; OpenClaw selects recent messages and earlier summaries, then filters noise. Removing message-length truncation does not turn these integrations into complete transcript archives.
For installation, follow the host guides: [Claude Code](../../docs/integrations/claude-code.mdx), [Cursor](../../docs/integrations/cursor.mdx), [Codex](../../docs/integrations/codex.mdx), [Kimi](../../docs/integrations/kimi.mdx), and [Antigravity](../../docs/integrations/antigravity.mdx).
## Build and verify
From the repository root:
```bash
python3.11 -m venv /tmp/mem0-agent-plugins
/tmp/mem0-agent-plugins/bin/pip install \
-r integrations/agent-plugin-core/requirements-dev.txt
for host in claude-code cursor codex kimi antigravity; do
/tmp/mem0-agent-plugins/bin/python \
integrations/agent-plugin-core/build/build.py "$host" \
--kind native --check
done
/tmp/mem0-agent-plugins/bin/python \
integrations/agent-plugin-core/build/build.py mem0-agent-plugin \
--kind portable --check
```
Use `--sync` instead of `--check` after changing `python/` or `skills/`. This only replaces generated `core/` and `skills/` content; it does not change manifests, adapters, tests, or the Claude sidekick.
Run every offline Python and TypeScript check and write one machine-readable report:
```bash
/tmp/mem0-agent-plugins/bin/python \
integrations/agent-plugin-core/conformance/run.py \
--install \
--report /tmp/mem0-plugin-conformance.json
```
For every TypeScript integration, this also builds the publishable package, verifies its required entry files, and rejects compiled artifacts that still import monorepo source. This keeps published plugins self-contained without committing their `dist/` directories.
The offline suite does not contact Mem0 Platform. An explicit disposable key enables the inherited live scoping suite:
```bash
export MEM0_API_KEY="m0-disposable-test-key"
/tmp/mem0-agent-plugins/bin/python \
integrations/agent-plugin-core/conformance/run.py \
--group live-platform --live \
--report /tmp/mem0-plugin-live-conformance.json
```
Do not put a real key in source files, command history shared with others, or pull-request configuration.
## Add a plugin
For another native Python host:
1. Add `integrations/<host>-plugin/` with its native manifest and the smallest adapter that translates host events.
2. Add `plugin-build.json` declaring the plugin-root variable and runtime files.
3. Add one adapter contract test.
4. Register the host in `build/build.py` and `conformance/run.py`.
5. Run `--sync`, `--check`, and the conformance command above.
Keep capture, recall, memory scoping, redaction, skill text, and telemetry in this shared module. Host directories should contain only behavior required by their native SDK.
For a TypeScript host, import the shared lifecycle modules directly and keep only native SDK registration in the integration. Do not advertise capture or compaction behavior unless the host exposes the necessary lifecycle seam. Sidekick is limited to Claude Code.
## Host capture capabilities
| Host | Conversation capture | Tool outcomes | Subagent context and correlation |
| --- | --- | --- | --- |
| Claude Code | Incremental active transcript branch | Native success/failure hooks | Parent context; native agent ID |
| Cursor | Prompt and response hooks; duplicate responses suppressed | Native success/failure hooks | No plugin subagent hooks or agent declaration |
| Codex | Native prompt and final-response fields | Structured failure indicators when present; otherwise unknown | Parent context; native agent ID |
| Kimi | Prompt hooks and completed v2 wire output | Native success/failure hooks | No plugin subagent hooks or agent declaration |
| Antigravity | Incremental completed transcript messages, including later prompts | Native tool errors | No plugin subagent hooks or agent declaration |
| Portable v1 | Explicit memory skills | No native lifecycle hooks | No native subagent declaration |
Python status uses `subagent_runs` and `last_subagent`. Legacy SQLite names and event handling keep existing records and running workers compatible.
An uncorrelated subagent completion is kept as its own record; the plugin never guesses which overlapping run completed. Codex's documented hook fields already match the shared input contract, so no speculative field aliases or unsupported failure event are registered.
Offline conformance exercises the adapters and MCP servers with native-shaped payloads and builds each distributable package. It does not establish that every installed editor or Harness version loads the plugin correctly; those checks require smoke tests in the actual hosts.
@@ -1 +0,0 @@
"""Build and validate self-contained Mem0 agent plugins."""
@@ -1,252 +0,0 @@
#!/usr/bin/env python3
from __future__ import annotations
import argparse
import json
import re
import shutil
import tempfile
from collections.abc import Mapping
from pathlib import Path
try:
from .validate import validate_bundle
except ImportError:
from validate import validate_bundle
CORE_ROOT = Path(__file__).resolve().parents[1]
REPOSITORY_ROOT = CORE_ROOT.parents[1]
INTEGRATIONS_ROOT = REPOSITORY_ROOT / "integrations"
SHARED_SKILLS = CORE_ROOT / "skills"
PORTABLE_PLUGIN = "mem0-agent-plugin"
NATIVE_PLUGINS = {
"claude-code": INTEGRATIONS_ROOT / "claude-code-plugin",
"cursor": INTEGRATIONS_ROOT / "cursor-plugin",
"codex": INTEGRATIONS_ROOT / "codex-plugin",
"kimi": INTEGRATIONS_ROOT / "kimi-plugin",
"antigravity": INTEGRATIONS_ROOT / "antigravity-plugin",
}
PROTECTED_OUTPUTS = {
REPOSITORY_ROOT,
INTEGRATIONS_ROOT,
CORE_ROOT,
INTEGRATIONS_ROOT / PORTABLE_PLUGIN,
*NATIVE_PLUGINS.values(),
}
TEMPLATE_TOKEN = re.compile(r"{{([A-Z_]+)}}")
TEMPLATE_TOKENS = {
"PLUGIN_ROOT",
"PLUGIN_DATA",
"PLUGIN_DATA_ARG",
"COMMAND_PREFIX",
"HARNESS_ID",
"HARNESS_NAME",
}
def render_template(source: str, values: Mapping[str, str]) -> str:
def replace(match: re.Match[str]) -> str:
token = match.group(1)
if token not in TEMPLATE_TOKENS or token not in values:
raise ValueError(f"unknown or unresolved template token: {token}")
return values[token]
rendered = TEMPLATE_TOKEN.sub(replace, source)
if "{{" in rendered or "}}" in rendered:
raise ValueError("unresolved template token")
return rendered
def replace_output(staged: Path, output: Path) -> Path:
"""Replace one explicit build output without touching its siblings."""
if not staged.is_dir():
raise ValueError(f"staged directory does not exist: {staged}")
resolved_output = output.resolve()
if resolved_output in {path.resolve() for path in PROTECTED_OUTPUTS}:
raise ValueError(f"refusing protected output path: {output}")
if output.exists() and not output.is_dir():
raise ValueError(f"output path is not a directory: {output}")
output.parent.mkdir(parents=True, exist_ok=True)
temporary = Path(tempfile.mkdtemp(prefix=f".{output.name}-", dir=output.parent))
try:
shutil.copytree(staged, temporary, dirs_exist_ok=True)
if output.exists():
shutil.rmtree(output)
temporary.replace(output)
finally:
if temporary.exists():
shutil.rmtree(temporary)
return output
def _bundle_python(
staged: Path,
host: str,
plugin_root: str,
*,
plugin_data: str = "",
portable: bool = False,
) -> None:
core = staged / "core"
core.mkdir()
for source in sorted((CORE_ROOT / "python").glob("*.py")):
if portable and source.name in {"flush_worker.py", "hook_runner.py"}:
continue
shutil.copy2(source, core / source.name)
values = {
"PLUGIN_ROOT": plugin_root,
"PLUGIN_DATA": "${PLUGIN_DATA}",
"PLUGIN_DATA_ARG": f'--plugin-data-dir "{plugin_data}"' if plugin_data else "",
"COMMAND_PREFIX": "mem0",
"HARNESS_ID": host,
"HARNESS_NAME": host.replace("-", " ").title(),
}
for source in sorted(SHARED_SKILLS.glob("*/SKILL.md.tmpl")):
target = staged / "skills" / source.parent.name / "SKILL.md"
target.parent.mkdir(parents=True)
rendered = render_template(source.read_text(encoding="utf-8"), values)
if portable:
rendered = "\n".join(
line
for line in rendered.splitlines()
if not line.startswith(("argument-hint:", "disable-model-invocation:"))
) + "\n"
target.write_text(rendered, encoding="utf-8")
def _build_portable(staged: Path) -> None:
source = INTEGRATIONS_ROOT / PORTABLE_PLUGIN
_copy_declared_files(staged, source, {"plugin.json": "plugin.json", "mcp.json": "mcp.json"})
_bundle_python(staged, "coding-agent", "${PLUGIN_ROOT}", portable=True)
def _copy_declared_files(staged: Path, source_root: Path, files: object) -> None:
if not isinstance(files, dict):
raise ValueError("native files must be an object")
source_root = source_root.resolve()
staged_root = staged.resolve()
for source_name, target_name in files.items():
if not isinstance(source_name, str) or not isinstance(target_name, str):
raise ValueError("native file paths must be strings")
source = (source_root / source_name).resolve()
target = (staged / target_name).resolve()
if not source.is_relative_to(source_root) or not target.is_relative_to(staged_root):
raise ValueError("native file paths must stay inside their roots")
if not source.is_file():
raise ValueError(f"native source file does not exist: {source_name}")
target.parent.mkdir(parents=True, exist_ok=True)
shutil.copy2(source, target)
def _build_native(host: str, source_root: Path, staged: Path, descriptor: dict) -> None:
native = descriptor.get("native")
if not isinstance(native, dict) or not isinstance(native.get("pluginRoot"), str):
raise ValueError(f"native build is not declared for {host}")
_bundle_python(
staged,
host,
native["pluginRoot"],
plugin_data=str(native.get("pluginData") or ""),
)
_copy_declared_files(staged, source_root, native.get("files", {}))
def build(host: str, kind: str, output: Path) -> Path:
if kind not in {"portable", "native"}:
raise ValueError(f"unknown bundle kind: {kind}")
if kind == "portable":
if host != PORTABLE_PLUGIN:
raise ValueError(f"the portable bundle is {PORTABLE_PLUGIN}")
source_root = INTEGRATIONS_ROOT / PORTABLE_PLUGIN
descriptor = None
else:
source_root = NATIVE_PLUGINS.get(host)
if source_root is None:
raise ValueError(f"unknown host: {host}")
descriptor_path = source_root / "plugin-build.json"
descriptor = json.loads(descriptor_path.read_text(encoding="utf-8"))
with tempfile.TemporaryDirectory(prefix=f"mem0-{host}-{kind}-") as temporary:
staged = Path(temporary) / "bundle"
staged.mkdir()
if kind == "portable":
_build_portable(staged)
else:
assert descriptor is not None
_build_native(host, source_root, staged, descriptor)
errors = validate_bundle(staged, kind)
if errors:
raise ValueError("invalid bundle:\n" + "\n".join(errors))
return replace_output(staged, output)
def installable_root(host: str, kind: str) -> Path:
if kind == "portable" and host == PORTABLE_PLUGIN:
return INTEGRATIONS_ROOT / PORTABLE_PLUGIN
if kind == "native" and host in NATIVE_PLUGINS:
return NATIVE_PLUGINS[host]
raise ValueError(f"unknown {kind} plugin: {host}")
def bundle_drift(host: str, kind: str) -> list[str]:
target = installable_root(host, kind)
with tempfile.TemporaryDirectory(prefix=f"mem0-check-{host}-") as temporary:
generated = build(host, kind, Path(temporary) / "bundle")
errors: list[str] = []
for directory in ("core", "skills"):
expected = {
path.relative_to(generated)
for path in (generated / directory).rglob("*")
if path.is_file()
}
actual = {
path.relative_to(target)
for path in (target / directory).rglob("*")
if path.is_file() and "__pycache__" not in path.parts and path.suffix != ".pyc"
}
errors.extend(f"missing generated file: {path}" for path in sorted(expected - actual))
errors.extend(f"stale generated file: {path}" for path in sorted(actual - expected))
for source in sorted(path for path in generated.rglob("*") if path.is_file()):
relative = source.relative_to(generated)
installed = target / relative
if not installed.is_file() or source.read_bytes() != installed.read_bytes():
errors.append(f"generated file differs: {relative}")
return errors
def sync_generated(host: str, kind: str) -> Path:
target = installable_root(host, kind)
with tempfile.TemporaryDirectory(prefix=f"mem0-sync-{host}-") as temporary:
generated = build(host, kind, Path(temporary) / "bundle")
for directory in ("core", "skills"):
replace_output(generated / directory, target / directory)
return target
def main() -> int:
parser = argparse.ArgumentParser(description="Build a self-contained Mem0 agent plugin")
parser.add_argument("host")
parser.add_argument("--kind", choices=("portable", "native"), required=True)
action = parser.add_mutually_exclusive_group(required=True)
action.add_argument("--output", type=Path)
action.add_argument("--check", action="store_true")
action.add_argument("--sync", action="store_true")
args = parser.parse_args()
if args.check:
errors = bundle_drift(args.host, args.kind)
if errors:
print("\n".join(errors))
return 1
print(f"Current {args.kind} bundle: {installable_root(args.host, args.kind)}")
elif args.sync:
print(sync_generated(args.host, args.kind))
else:
assert args.output is not None
print(build(args.host, args.kind, args.output))
return 0
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,89 +0,0 @@
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://agent-plugins.org/schemas/1.0.0/mcp.schema.json",
"title": "Agent Plugins MCP Configuration",
"description": "Machine-readable schema for mcp.json in Agent Plugins 1.0.0. The Agent Plugins specification defines additional semantic and operational requirements.",
"type": "object",
"properties": {
"$schema": {
"const": "https://agent-plugins.org/schemas/1.0.0/mcp.schema.json",
"description": "Canonical identifier of the MCP configuration schema for the Agent Plugins version targeted by this document."
},
"mcpServers": {
"type": "object",
"additionalProperties": { "$ref": "#/$defs/server" }
}
},
"required": ["$schema", "mcpServers"],
"additionalProperties": false,
"$defs": {
"server": {
"title": "MCP server",
"oneOf": [
{ "$ref": "#/$defs/stdioServer" },
{ "$ref": "#/$defs/streamableHttpServer" },
{ "$ref": "#/$defs/sseServer" }
]
},
"stdioServer": {
"title": "stdio MCP server",
"type": "object",
"properties": {
"type": { "const": "stdio" },
"command": {
"type": "string",
"minLength": 1,
"description": "Executable token. Resolution rules are defined by the Agent Plugins specification."
},
"args": { "type": "array", "items": { "type": "string" } },
"env": {
"type": "object",
"propertyNames": { "not": { "enum": ["PLUGIN_ROOT", "PLUGIN_DATA"] } },
"additionalProperties": { "type": "string" }
},
"cwd": {
"type": "string",
"pattern": "^(?:\\./|\\$\\{PLUGIN_ROOT\\}(?:/|$)|\\$\\{PLUGIN_DATA\\}(?:/|$))",
"description": "Plugin-relative, PLUGIN_ROOT-rooted, or PLUGIN_DATA-rooted working directory. Filesystem containment is validated separately."
}
},
"required": ["type", "command"],
"additionalProperties": false
},
"streamableHttpServer": {
"title": "Streamable HTTP MCP server",
"type": "object",
"properties": {
"type": { "const": "streamable-http" },
"url": {
"type": "string",
"minLength": 1,
"description": "MCP endpoint URL. URL semantics are defined by the Agent Plugins specification."
},
"headers": { "$ref": "#/$defs/headers" }
},
"required": ["type", "url"],
"additionalProperties": false
},
"sseServer": {
"title": "Legacy HTTP+SSE MCP server",
"type": "object",
"properties": {
"type": { "const": "sse" },
"url": {
"type": "string",
"minLength": 1,
"description": "MCP endpoint URL. URL semantics are defined by the Agent Plugins specification."
},
"headers": { "$ref": "#/$defs/headers" }
},
"required": ["type", "url"],
"additionalProperties": false
},
"headers": {
"title": "HTTP headers",
"type": "object",
"additionalProperties": { "type": "string" }
}
}
}
@@ -1,45 +0,0 @@
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
"title": "Agent Plugins Manifest",
"description": "Machine-readable schema for plugin.json in Agent Plugins 1.0.0. The Agent Plugins specification defines additional semantic and operational requirements.",
"type": "object",
"properties": {
"$schema": {
"const": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
"description": "Canonical identifier of the plugin manifest schema for the Agent Plugins version targeted by this document."
},
"name": {
"type": "string",
"minLength": 1,
"maxLength": 64,
"pattern": "^(?!.*(?:--|\\.\\.))[a-z0-9](?:[a-z0-9.-]*[a-z0-9])?$",
"description": "Human-readable plugin name."
},
"version": { "type": "string" },
"description": { "type": "string" },
"author": {
"type": "object",
"properties": {
"name": { "type": "string" },
"email": { "type": "string" },
"url": { "type": "string" }
},
"additionalProperties": false
},
"homepage": { "type": "string" },
"repository": { "type": "string" },
"license": { "type": "string" },
"keywords": {
"type": "array",
"items": { "type": "string" }
},
"extensions": {
"type": "object",
"description": "Client-specific manifest data keyed by reverse-domain extension namespace. Agent Plugins assigns no semantics to namespace object contents.",
"additionalProperties": { "type": "object" }
}
},
"required": ["$schema", "name"],
"additionalProperties": false
}
@@ -1,76 +0,0 @@
#!/usr/bin/env python3
from __future__ import annotations
import argparse
import json
import sys
from pathlib import Path
from jsonschema import Draft202012Validator
from skills_ref import validate as validate_skill
SCHEMAS = Path(__file__).resolve().parent / "schemas"
def _schema_errors(path: Path, schema_name: str) -> list[str]:
if not path.is_file():
return [f"{path.name}: file is required"]
try:
value = json.loads(path.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError) as error:
return [f"{path.name}: {error}"]
schema = json.loads((SCHEMAS / schema_name).read_text(encoding="utf-8"))
errors = Draft202012Validator(schema).iter_errors(value)
return [
f"{path.name}{''.join(f'.{part}' for part in error.absolute_path)}: {error.message}"
for error in sorted(errors, key=lambda item: tuple(str(part) for part in item.absolute_path))
]
def validate_bundle(root: Path, kind: str) -> list[str]:
errors: list[str] = []
if not root.is_dir():
return [f"{root}: directory is required"]
for path in sorted(root.rglob("*")):
if path.is_symlink():
errors.append(f"{path.relative_to(root)}: symlinks are not allowed in release bundles")
if kind == "portable":
errors.extend(_schema_errors(root / "plugin.json", "plugin.schema.json"))
if (root / "mcp.json").exists():
errors.extend(_schema_errors(root / "mcp.json", "mcp.schema.json"))
skills = root / "skills"
if skills.is_dir():
for skill in sorted(path for path in skills.iterdir() if path.is_dir()):
errors.extend(f"skills/{skill.name}: {error}" for error in validate_skill(skill))
elif kind == "native":
for path in sorted(root.rglob("*.json")):
relative = path.relative_to(root)
try:
json.loads(path.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError) as error:
errors.append(f"{relative}: {error}")
return sorted(errors)
def main() -> int:
parser = argparse.ArgumentParser(description="Validate a generated Mem0 plugin bundle")
parser.add_argument("root", type=Path)
parser.add_argument("--kind", choices=("portable", "native"), required=True)
args = parser.parse_args()
errors = validate_bundle(args.root, args.kind)
if errors:
for error in errors:
print(error, file=sys.stderr)
return 1
print(f"Validated {args.kind} bundle: {args.root}")
return 0
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,58 +0,0 @@
#!/usr/bin/env python3
"""Verify that a built TypeScript plugin is self-contained and publishable."""
from __future__ import annotations
import argparse
import re
import time
from pathlib import Path
from typing import Any
CORE_ROOT = Path(__file__).resolve().parents[1]
INTEGRATIONS_ROOT = CORE_ROOT.parent
TYPESCRIPT_ARTIFACTS = {
"openclaw": (INTEGRATIONS_ROOT / "openclaw", ("dist/index.js", "dist/index.d.ts")),
"opencode": (INTEGRATIONS_ROOT / "opencode-plugin", ("dist/index.js", "index.d.ts")),
"pi-agent": (
INTEGRATIONS_ROOT / "pi-agent-plugin",
("dist/index.js", "dist/index.d.ts", "dist/entry.js", "dist/entry.d.ts"),
),
"deepseek": (INTEGRATIONS_ROOT / "deepseek-plugin", ("dist/index.js", "dist/index.d.ts")),
}
MONOREPO_IMPORT = re.compile(
r"(?:from\s+|import\s*\(|require\s*\()\s*['\"][^'\"]*agent-plugin-core"
)
def verify_artifact(group: str, package: Path, required: tuple[str, ...]) -> dict[str, Any]:
started = time.monotonic()
errors = [f"missing package artifact: {name}" for name in required if not (package / name).is_file()]
dist = package / "dist"
for pattern in ("*.js", "*.mjs", "*.cjs", "*.d.ts"):
for artifact in dist.rglob(pattern) if dist.is_dir() else ():
if MONOREPO_IMPORT.search(artifact.read_text(encoding="utf-8")):
errors.append(f"monorepo source import in package artifact: {artifact.relative_to(package)}")
return {
"name": f"{group}-artifact",
"group": group,
"status": "failed" if errors else "passed",
"duration_seconds": round(time.monotonic() - started, 3),
**({"output": "\n".join(errors)} if errors else {}),
}
def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("group", choices=tuple(TYPESCRIPT_ARTIFACTS))
args = parser.parse_args()
package, required = TYPESCRIPT_ARTIFACTS[args.group]
result = verify_artifact(args.group, package, required)
if result.get("output"):
print(result["output"])
return 0 if result["status"] == "passed" else 1
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,320 +0,0 @@
#!/usr/bin/env python3
"""Run every coding-agent plugin check and emit one conformance report."""
from __future__ import annotations
import argparse
import json
import os
import subprocess
import sys
import tempfile
import time
from pathlib import Path
from typing import Any
CORE_ROOT = Path(__file__).resolve().parents[1]
REPOSITORY_ROOT = CORE_ROOT.parents[1]
PYTHON_HOSTS = ("claude-code", "cursor", "codex", "kimi", "antigravity")
GROUPS = (
"python-bundles",
"python-tests",
"typescript-core",
"openclaw",
"opencode",
"pi-agent",
"deepseek",
)
LIVE_GROUP = "live-platform"
sys.path.insert(0, str(CORE_ROOT))
sys.path.insert(0, str(CORE_ROOT / "python"))
from memory_core import redact # noqa: E402
from build.build import build # noqa: E402
from conformance.artifacts import TYPESCRIPT_ARTIFACTS, verify_artifact as _typescript_artifact_check # noqa: E402
def _package_directories() -> dict[str, Path]:
return {
"typescript-core": CORE_ROOT / "typescript",
"openclaw": REPOSITORY_ROOT / "integrations" / "openclaw",
"opencode": REPOSITORY_ROOT / "integrations" / "opencode-plugin",
"pi-agent": REPOSITORY_ROOT / "integrations" / "pi-agent-plugin",
"deepseek": REPOSITORY_ROOT / "integrations" / "deepseek-plugin",
}
def _runtime_commands() -> dict[str, list[list[str]]]:
return {
"python-tests": [
[
sys.executable,
"-m",
"pytest",
"integrations/agent-plugin-core/tests",
"integrations/claude-code-plugin/tests",
"integrations/cursor-plugin/tests",
"integrations/codex-plugin/tests",
"integrations/kimi-plugin/tests",
"integrations/antigravity-plugin/tests",
"-q",
"--ignore=integrations/agent-plugin-core/tests/test_conformance.py",
"--ignore=integrations/claude-code-plugin/tests/integration",
]
],
"typescript-core": [["pnpm", "test"], ["pnpm", "typecheck"]],
"openclaw": [
["pnpm", "test"],
["pnpm", "exec", "tsc", "--noEmit"],
["pnpm", "build"],
],
"opencode": [
["bun", "test"],
["bun", "run", "type-check"],
["bun", "run", "build"],
],
"pi-agent": [
["pnpm", "test"],
["pnpm", "typecheck"],
["pnpm", "build"],
],
"deepseek": [
["pnpm", "test"],
["pnpm", "typecheck"],
["pnpm", "build"],
],
LIVE_GROUP: [
[
sys.executable,
"-m",
"pytest",
"integrations/claude-code-plugin/tests/integration",
"-q",
]
],
}
def _planned_checks(groups: set[str]) -> list[dict[str, Any]]:
checks: list[dict[str, Any]] = []
if "python-bundles" in groups:
checks.append(
{
"name": "python-bundles",
"group": "python-bundles",
"status": "planned",
"hosts": list(PYTHON_HOSTS),
"kinds": {"native": list(PYTHON_HOSTS), "portable": ["mem0-agent-plugin"]},
}
)
for group, commands in _runtime_commands().items():
if group not in groups:
continue
for index, command in enumerate(commands, start=1):
checks.append(
{
"name": f"{group}-{index}",
"group": group,
"status": "planned",
"command": command,
}
)
if group in TYPESCRIPT_ARTIFACTS:
_, required = TYPESCRIPT_ARTIFACTS[group]
checks.append(
{
"name": f"{group}-artifact",
"group": group,
"status": "planned",
"required": list(required),
}
)
return checks
def _command_check(
name: str,
group: str,
command: list[str],
*,
cwd: Path,
environment_overrides: dict[str, str] | None = None,
) -> dict[str, Any]:
started = time.monotonic()
environment = dict(os.environ)
environment.update(environment_overrides or {})
safe_command = [redact(part) for part in command]
try:
result = subprocess.run(
command,
cwd=cwd,
env=environment,
text=True,
capture_output=True,
check=False,
)
output = redact((result.stdout + result.stderr).strip())
return {
"name": name,
"group": group,
"status": "passed" if result.returncode == 0 else "failed",
"duration_seconds": round(time.monotonic() - started, 3),
"command": safe_command,
"exit_code": result.returncode,
**({"output": output[-8_000:]} if output else {}),
}
except OSError as exc:
return {
"name": name,
"group": group,
"status": "failed",
"duration_seconds": round(time.monotonic() - started, 3),
"command": safe_command,
"exit_code": None,
"output": redact(str(exc)),
}
def _bundle_checks(artifacts_dir: Path) -> list[dict[str, Any]]:
checks: list[dict[str, Any]] = []
plugins = [(host, "native") for host in PYTHON_HOSTS] + [("mem0-agent-plugin", "portable")]
for host, kind in plugins:
started = time.monotonic()
try:
output = artifacts_dir / host
build(host, kind, output)
status, error = "passed", ""
except Exception as exc:
status, error = "failed", f"{type(exc).__name__}: {exc}"
checks.append(
{
"name": f"{host}-{kind}",
"group": "python-bundles",
"host": host,
"kind": kind,
"status": status,
"duration_seconds": round(time.monotonic() - started, 3),
**({"output": error} if error else {}),
}
)
return checks
def _install_checks(groups: set[str]) -> list[dict[str, Any]]:
checks: list[dict[str, Any]] = []
for group, package in _package_directories().items():
if group not in groups:
continue
command = (
["bun", "install", "--frozen-lockfile"]
if group == "opencode"
else ["pnpm", "install", "--frozen-lockfile"]
)
checks.append(
_command_check(
f"{group}-install",
group,
command,
cwd=package,
environment_overrides={"CI": "true"},
)
)
return checks
def _runtime_checks(groups: set[str]) -> list[dict[str, Any]]:
checks: list[dict[str, Any]] = []
directories = {
**_package_directories(),
"python-tests": REPOSITORY_ROOT,
LIVE_GROUP: REPOSITORY_ROOT,
}
for group, commands in _runtime_commands().items():
if group not in groups:
continue
for index, command in enumerate(commands, start=1):
checks.append(
_command_check(
f"{group}-{index}",
group,
command,
cwd=directories[group],
)
)
if group in TYPESCRIPT_ARTIFACTS:
_, required = TYPESCRIPT_ARTIFACTS[group]
checks.append(
_typescript_artifact_check(
group,
directories[group],
required,
)
)
return checks
def _print_report(report: dict[str, Any]) -> None:
for check in report["checks"]:
marker = {"passed": "PASS", "failed": "FAIL", "planned": "PLAN"}[check["status"]]
duration = f" ({check['duration_seconds']:.3f}s)" if "duration_seconds" in check else ""
print(f"{marker:4} {check['name']}{duration}")
if check["status"] == "failed" and check.get("output"):
print(check["output"])
print(f"\nConformance: {report['status']} ({len(report['checks'])} checks)")
def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--group", action="append", choices=("all", *GROUPS, LIVE_GROUP), default=[])
parser.add_argument("--list", action="store_true", help="Print the checks without running them")
parser.add_argument("--install", action="store_true", help="Install TypeScript dependencies first")
parser.add_argument("--live", action="store_true", help="Run the opt-in tests against Mem0 Platform")
parser.add_argument("--artifacts-dir", type=Path)
parser.add_argument("--report", type=Path)
args = parser.parse_args()
selected = set(GROUPS if not args.group or "all" in args.group else args.group)
if args.live:
selected.add(LIVE_GROUP)
if args.list:
report = {"status": "planned", "checks": _planned_checks(selected)}
if args.report:
args.report.parent.mkdir(parents=True, exist_ok=True)
args.report.write_text(json.dumps(report, indent=2) + "\n", encoding="utf-8")
_print_report(report)
return 0
if LIVE_GROUP in selected and not os.environ.get("MEM0_API_KEY"):
parser.error("MEM0_API_KEY is required for --live")
temporary = None
if args.artifacts_dir:
artifacts_dir = args.artifacts_dir.resolve()
artifacts_dir.mkdir(parents=True, exist_ok=True)
else:
temporary = tempfile.TemporaryDirectory(prefix="mem0-plugin-conformance-")
artifacts_dir = Path(temporary.name)
checks: list[dict[str, Any]] = []
try:
if args.install:
checks.extend(_install_checks(selected))
if "python-bundles" in selected:
checks.extend(_bundle_checks(artifacts_dir))
checks.extend(_runtime_checks(selected))
report = {
"status": "passed" if all(check["status"] == "passed" for check in checks) else "failed",
"checks": checks,
}
if args.report:
args.report.parent.mkdir(parents=True, exist_ok=True)
args.report.write_text(json.dumps(report, indent=2) + "\n", encoding="utf-8")
_print_report(report)
return 0 if report["status"] == "passed" else 1
finally:
if temporary is not None:
temporary.cleanup()
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,100 +0,0 @@
#!/usr/bin/env python3
"""Detached remote checkpoint worker.
Claude Code may cancel SessionEnd hooks as a print-mode process exits. The hook
therefore persists its input first and launches this process in a new session.
"""
from __future__ import annotations
import json
import os
import sys
import time
from pathlib import Path
import telemetry
from memory_core import (
EvidenceStore,
checkpoint_session,
configure_harness,
touch_handoff_heartbeat,
)
def main() -> int:
if len(sys.argv) != 2:
return 2
handoff_path = Path(sys.argv[1])
os.environ["MEM0_CODE_HANDOFF_PATH"] = str(handoff_path)
harness = os.environ.get("MEM0_PLUGIN_HARNESS")
if harness:
source_tag = os.environ.get("MEM0_PLUGIN_SOURCE_TAG", "")
configure_harness(
harness,
env_prefix=os.environ.get("MEM0_PLUGIN_ENV_PREFIX", ""),
data_dir_name=os.environ.get("MEM0_PLUGIN_DATA_DIR_NAME", ""),
source_tag=source_tag,
)
telemetry.init(harness=harness, source_tag=source_tag.upper())
completed = False
try:
payload = json.loads(handoff_path.read_text(encoding="utf-8"))
delay = float(payload.get("delay_seconds") or 0)
if delay > 0:
payload.pop("delay_seconds", None)
temporary = handoff_path.with_suffix(f".{os.getpid()}.tmp")
try:
temporary.write_text(json.dumps(payload), encoding="utf-8")
temporary.replace(handoff_path)
finally:
temporary.unlink(missing_ok=True)
time.sleep(delay)
if not handoff_path.exists():
return 0
hook_input = payload.get("hook_input") or {}
reason = str(payload.get("reason") or "checkpoint")
wait_for_inflight = bool(payload.get("wait_for_inflight"))
store = EvidenceStore()
try:
if wait_for_inflight:
session_id = str(
hook_input.get("session_id") or "unknown-session"
)
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
deadline = time.monotonic() + float(
os.environ.get("MEM0_CODE_EXTRACTION_WAIT_SECONDS", "120")
)
while (
store.has_inflight_flush(repo.identity, session_id)
and time.monotonic() < deadline
):
touch_handoff_heartbeat()
time.sleep(0.25)
# Hooks capture the conversation before handoff; the worker only flushes it.
result = checkpoint_session(store, hook_input, reason)
print(json.dumps(result, sort_keys=True), flush=True)
completed = result.get("status") in {
"semantic-succeeded",
"explicitly-stored",
"nothing-to-flush",
}
finally:
store.close()
return 0
finally:
telemetry.flush()
if completed:
try:
handoff_path.unlink()
except OSError:
pass
elif handoff_path.suffix == ".running":
try:
handoff_path.replace(handoff_path.with_suffix(".json"))
except OSError:
pass
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,372 +0,0 @@
"""Shared hook orchestration for all Mem0 agent plugins."""
from __future__ import annotations
import argparse
import hashlib
import json
import os
import subprocess
import sys
import time
import uuid
from pathlib import Path
import telemetry
from memory_core import (
EvidenceStore,
_session_id,
api_key,
bounded,
cache_plugin_api_key,
checkpoint_session,
clear_stale_api_key_cache,
configure_harness,
data_dir,
detached_process_kwargs,
format_context,
harness_config,
record_session_start,
record_tool,
record_user_prompt,
redact,
search_memories,
)
STALE_RUNNING_SECONDS = 300
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
PENDING_LAUNCH_LIMIT = 5
DEFAULT_IDLE_FLUSH_SECONDS = 300
_core_dir: Path = Path(__file__).resolve().parent
def read_hook_input() -> dict:
try:
value = json.load(sys.stdin)
return value if isinstance(value, dict) else {}
except (json.JSONDecodeError, OSError):
return {}
def default_record_stop(store: EvidenceStore, hook_input: dict):
"""Record the assistant's response without transcript parsing."""
session_id = _session_id(hook_input)
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
message = redact(hook_input.get("last_assistant_message", "")).strip()
if message:
store.record_assistant_response(repo, session_id, message)
return repo, session_id
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
"""Search once before the agent handles the first prompt in a session."""
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
if not is_first_prompt:
return {}
try:
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
except ValueError:
minimum_query_chars = 20
if len(prompt.strip()) < max(minimum_query_chars, 1):
return {}
result = search_memories(
store, repo, session_id, bounded(prompt, 6000),
top_k=5, operation="first-prompt-search", timeout=2,
)
if not result.memories:
return {}
context = format_context(
result.memories,
"Mem0 found these relevant memories from earlier work in this repository:",
)
telemetry.record(
"context_injected",
repo=repo, session_id=session_id, trigger="first-prompt",
memory_count=len(result.memories), context_chars=len(context),
prompt_chars=len(prompt),
)
return {
"hookSpecificOutput": {
"hookEventName": "UserPromptSubmit",
"additionalContext": context,
},
}
def _launch_handoff(handoff_path: Path) -> bool:
running_path = handoff_path.with_suffix(".running")
try:
handoff_path.replace(running_path)
except OSError:
return False
worker = _core_dir / "flush_worker.py"
log_path = data_dir() / "flush-worker.log"
log_handle = open(log_path, "a", encoding="utf-8")
harness = harness_config()
child_env = os.environ.copy()
child_env.update(
{
"MEM0_CODE_DATA_DIR": str(data_dir()),
"MEM0_PLUGIN_HARNESS": harness["name"],
"MEM0_PLUGIN_ENV_PREFIX": harness["env_prefix"],
"MEM0_PLUGIN_DATA_DIR_NAME": harness["data_dir_name"],
"MEM0_PLUGIN_SOURCE_TAG": harness["source_tag"],
}
)
try:
subprocess.Popen(
[sys.executable, str(worker), str(running_path)],
stdin=subprocess.DEVNULL,
stdout=log_handle, stderr=log_handle,
close_fds=True,
env=child_env,
**detached_process_kwargs(),
)
finally:
log_handle.close()
return True
def recover_pending_handoffs() -> int:
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
now = time.time()
for running in pending_dir.glob("*.running"):
try:
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
running.replace(running.with_suffix(".json"))
except OSError:
continue
recoverable = []
for handoff in pending_dir.glob("*.json"):
try:
age = now - handoff.stat().st_mtime
except OSError:
continue
if age > PENDING_EXPIRY_SECONDS:
handoff.unlink(missing_ok=True)
continue
recoverable.append((age, handoff))
recoverable.sort(key=lambda item: item[0], reverse=True)
launched = 0
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
launched += int(_launch_handoff(handoff))
return launched
def refresh_pending_handoffs() -> None:
pending_dir = data_dir() / "pending"
if not pending_dir.is_dir():
return
for pattern in ("*.json", "*.running"):
for handoff in pending_dir.glob(pattern):
try:
os.utime(handoff)
except OSError:
continue
def hand_off_flush(
hook_input: dict, reason: str, *, wait_for_inflight: bool = False,
) -> None:
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
material = (
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
)
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
temporary_path = handoff_path.with_suffix(".tmp")
temporary_path.write_text(
json.dumps({
"hook_input": hook_input,
"reason": reason,
"wait_for_inflight": wait_for_inflight,
}),
encoding="utf-8",
)
temporary_path.replace(handoff_path)
_launch_handoff(handoff_path)
def automatic_flush_enabled() -> bool:
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
"1", "true", "yes", "on",
}
def schedule_periodic_checkpoint(
store: EvidenceStore, hook_input: dict, repo, session_id: str,
) -> bool:
if (
not automatic_flush_enabled()
or not api_key()
or not store.checkpoint_due(repo.identity, session_id)
):
return False
if store.prepare_flush(repo, session_id, "periodic") is None:
return False
hand_off_flush(hook_input, "periodic")
return True
def _idle_flush_seconds() -> int:
try:
return max(
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
0,
)
except ValueError:
return DEFAULT_IDLE_FLUSH_SECONDS
def schedule_idle_flush(
store: EvidenceStore, hook_input: dict, repo, session_id: str,
) -> bool:
delay = _idle_flush_seconds()
if delay <= 0 or not automatic_flush_enabled() or not api_key():
return False
if store.has_inflight_flush(repo.identity, session_id):
return False
if not store.has_unflushed_events(repo.identity, session_id):
return False
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
for old in pending_dir.glob(f"idle-{digest}*"):
old.unlink(missing_ok=True)
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
temporary_path = handoff_path.with_suffix(".tmp")
temporary_path.write_text(
json.dumps({
"hook_input": hook_input,
"reason": "idle",
"delay_seconds": delay,
}),
encoding="utf-8",
)
temporary_path.replace(handoff_path)
_launch_handoff(handoff_path)
return True
def log_failure(exc: Exception) -> None:
try:
log_path = data_dir() / "plugin-errors.log"
with log_path.open("a", encoding="utf-8") as handle:
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
except OSError:
pass
def run(
*,
record_stop_fn=None,
extra_actions: dict | None = None,
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
automatic_flush_reasons: set | None = None,
) -> int:
if record_stop_fn is None:
record_stop_fn = default_record_stop
if automatic_flush_reasons is None:
automatic_flush_reasons = {"session-end"}
base_actions = ["session-start", "user-prompt", "post-tool", "stop", "flush"]
all_actions = base_actions + list((extra_actions or {}).keys())
parser = argparse.ArgumentParser()
parser.add_argument("action", choices=all_actions)
parser.add_argument("--reason", default="manual")
parser.add_argument("--plugin-data-dir", default="")
parser.add_argument("--harness", default="")
args = parser.parse_args()
if args.harness:
configure_harness(args.harness)
telemetry.init(harness=args.harness)
if args.plugin_data_dir:
os.environ[data_dir_env] = args.plugin_data_dir
cache_plugin_api_key()
if args.action == "session-start":
clear_stale_api_key_cache()
hook_input = read_hook_input()
store = EvidenceStore()
try:
if store.is_paused():
if args.action == "session-start":
refresh_pending_handoffs()
telemetry.record("session_start", paused=True)
telemetry.spawn_flush()
return 0
if args.action == "session-start":
if telemetry.is_first_run():
telemetry.record("install")
recovered = recover_pending_handoffs()
record_session_start(store, hook_input)
if recovered:
telemetry.record("handoff_recovered", count=recovered)
telemetry.spawn_flush()
elif args.action == "user-prompt":
output = first_prompt_memory_output(store, hook_input)
if output:
print(json.dumps(output))
elif args.action == "post-tool":
record_tool(store, hook_input)
elif args.action == "stop":
repo, session_id = record_stop_fn(store, hook_input)
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
schedule_idle_flush(store, hook_input, repo, session_id)
elif args.action == "flush":
automatic = args.reason in automatic_flush_reasons
if automatic and not automatic_flush_enabled():
return 0
if args.reason == "session-end":
record_stop_fn(store, hook_input)
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
else:
session_id = str(hook_input.get("session_id") or "unknown-session")
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
already_running = store.has_inflight_flush(repo.identity, session_id)
if already_running and args.reason == "session-end":
hand_off_flush(hook_input, args.reason, wait_for_inflight=True)
elif not already_running and store.prepare_flush(
repo, session_id, args.reason,
) is not None:
hand_off_flush(hook_input, args.reason)
elif extra_actions and args.action in extra_actions:
result = extra_actions[args.action](store, hook_input)
if result:
print(json.dumps(result))
finally:
store.close()
return 0
def entry_point(
*,
record_stop_fn=None,
extra_actions: dict | None = None,
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
automatic_flush_reasons: set | None = None,
) -> None:
try:
raise SystemExit(run(
record_stop_fn=record_stop_fn,
extra_actions=extra_actions,
data_dir_env=data_dir_env,
automatic_flush_reasons=automatic_flush_reasons,
))
except Exception as exc:
log_failure(exc)
raise SystemExit(0)
if __name__ == "__main__":
entry_point()
@@ -1,247 +0,0 @@
#!/usr/bin/env python3
"""Expose Mem0's memory search as one local coding-agent tool."""
from __future__ import annotations
import json
import os
import sys
from typing import Any
import telemetry
from memory_core import (
CODING_MEMORY_CATEGORY_NAMES,
PLUGIN_VERSION,
SEARCH_SCOPES,
format_search_result,
resolve_repo,
search_memories,
)
PROTOCOL_VERSION = "2024-11-05"
TOOL_NAME = "search_memories"
TOOL_DESCRIPTION = (
"Search memories from earlier work in this repository. ALWAYS call this "
"tool before answering anything that could depend on prior context: the "
"user's preferences, facts about this codebase, history, people, projects, "
"or earlier decisions. Do not rely on the chat window alone. The "
"repository's memory is shared by everyone who works in it and includes "
"what it took to run, test, or build here, so search before assuming an "
"invocation works. The scope argument changes what is searched: 'repo' "
"(default) is the whole repository's shared memory plus your own "
"preferences, 'dir' narrows the shared part to the directory you are "
"working in, and 'mine' is your preferences alone."
)
TOOL_SCHEMA = {
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 2000,
"description": "A direct question about earlier work in this repository.",
},
"top_k": {
"type": "integer",
"minimum": 1,
"maximum": 20,
"description": "Maximum memories to return. Uses Mem0's configured default when omitted.",
},
"category": {
"type": "string",
"enum": list(CODING_MEMORY_CATEGORY_NAMES),
"description": "Optional memory category. Omit to search every category.",
},
"scope": {
"type": "string",
"enum": list(SEARCH_SCOPES),
"description": (
"Which memories to search. 'repo' (default) is the whole repository's "
"shared memory plus your own preferences, 'dir' narrows the shared "
"part to the current directory, 'mine' is your preferences alone."
),
},
"run_id": {
"type": "string",
"minLength": 1,
"description": (
"Optional coding-agent session ID. With any scope, restricts results to memories "
"saved in that session. Omit to recall memories across sessions."
),
},
},
"required": ["query"],
"additionalProperties": False,
}
class ToolInputError(ValueError):
pass
def _validate_arguments(
arguments: Any,
) -> tuple[str, int | None, str | None, str | None, str | None]:
if not isinstance(arguments, dict):
raise ToolInputError("Search arguments must be an object.")
unknown = set(arguments) - {"query", "top_k", "category", "scope", "run_id"}
if unknown:
raise ToolInputError(f"Unknown search argument: {sorted(unknown)[0]}")
query = arguments.get("query")
if not isinstance(query, str) or not query.strip():
raise ToolInputError("query must be a non-empty string.")
query = query.strip()
if len(query) > 2000:
raise ToolInputError("query must be at most 2,000 characters.")
top_k = arguments.get("top_k")
if top_k is not None and (
isinstance(top_k, bool) or not isinstance(top_k, int) or not 1 <= top_k <= 20
):
raise ToolInputError("top_k must be an integer from 1 to 20.")
category = arguments.get("category")
if category is not None and category not in CODING_MEMORY_CATEGORY_NAMES:
raise ToolInputError("category must be one of Mem0's supported categories.")
scope = arguments.get("scope")
if scope is not None and scope not in SEARCH_SCOPES:
raise ToolInputError(f"scope must be one of {list(SEARCH_SCOPES)}.")
run_id = arguments.get("run_id")
if run_id is not None:
if not isinstance(run_id, str) or not run_id.strip():
raise ToolInputError("run_id must be a non-empty string.")
run_id = run_id.strip()
return query, top_k, category, scope, run_id
def call_search_memories(arguments: Any, cwd: str | None = None) -> str:
query, top_k, category, scope, run_id = _validate_arguments(arguments)
repo = resolve_repo(cwd or os.environ.get("CLAUDE_PROJECT_DIR") or os.getcwd())
result = search_memories(
None,
repo,
None,
query,
top_k=top_k,
category=category,
scope=scope,
run_id=run_id,
operation="mcp-search",
)
return format_search_result(result)
def _workspace_cwd(params: dict[str, Any]) -> str | None:
meta = params.get("_meta")
if not isinstance(meta, dict):
return None
metadata = meta.get("x-codex-turn-metadata")
if not isinstance(metadata, dict):
return None
workspaces = metadata.get("workspaces") or {}
if isinstance(workspaces, dict):
return next((path for path in workspaces if isinstance(path, str) and path), None)
return None
def _tool_response(text: str, *, is_error: bool = False) -> dict[str, Any]:
return {
"content": [{"type": "text", "text": text}],
"isError": is_error,
}
def handle_request(message: Any) -> dict[str, Any] | None:
if not isinstance(message, dict):
return None
request_id = message.get("id")
method = message.get("method")
if method == "notifications/initialized":
return None
if method == "initialize":
requested = (message.get("params") or {}).get("protocolVersion")
return {
"jsonrpc": "2.0",
"id": request_id,
"result": {
"protocolVersion": requested or PROTOCOL_VERSION,
"capabilities": {"tools": {"listChanged": False}},
"serverInfo": {"name": "mem0", "version": PLUGIN_VERSION},
},
}
if method == "ping":
return {"jsonrpc": "2.0", "id": request_id, "result": {}}
if method == "tools/list":
return {
"jsonrpc": "2.0",
"id": request_id,
"result": {
"tools": [
{
"name": TOOL_NAME,
"description": TOOL_DESCRIPTION,
"inputSchema": TOOL_SCHEMA,
"annotations": {
"readOnlyHint": True,
"idempotentHint": True,
"openWorldHint": True,
},
}
]
},
}
if method == "tools/call":
params = message.get("params") or {}
if params.get("name") != TOOL_NAME:
result = _tool_response("Unknown Mem0 tool.", is_error=True)
else:
try:
result = _tool_response(
call_search_memories(params.get("arguments"), _workspace_cwd(params))
)
except ToolInputError as exc:
result = _tool_response(str(exc), is_error=True)
except Exception:
result = _tool_response("Memory search failed.", is_error=True)
return {"jsonrpc": "2.0", "id": request_id, "result": result}
if request_id is None:
return None
return {
"jsonrpc": "2.0",
"id": request_id,
"error": {"code": -32601, "message": "Method not found"},
}
def main() -> int:
for raw_line in sys.stdin:
try:
message = json.loads(raw_line)
response = handle_request(message)
except json.JSONDecodeError:
response = {
"jsonrpc": "2.0",
"id": None,
"error": {"code": -32700, "message": "Parse error"},
}
except Exception:
response = {
"jsonrpc": "2.0",
"id": None,
"error": {"code": -32603, "message": "Internal error"},
}
if response is not None:
sys.stdout.write(json.dumps(response, separators=(",", ":")) + "\n")
sys.stdout.flush()
telemetry.spawn_flush()
return 0
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,154 +0,0 @@
#!/usr/bin/env python3
"""Mem0 diagnostics and user controls."""
from __future__ import annotations
import argparse
import json
import os
import telemetry
from memory_core import (
EvidenceStore,
api_key,
configure_harness,
data_dir,
doctor,
forget_remote_repo,
resolve_repo,
user_id,
)
def _print_status(value: dict) -> None:
last = value.get("last_operation") or {}
print(f"Mem0: {'paused' if value['paused'] else 'active'}")
print(f"Repository: {value['repo_id']}")
print(f"Local data: {value['data_dir']}")
print(f"API key: {'configured' if value['api_key_configured'] else 'missing'}")
print(
"Saved on this computer: "
f"{value['events']} session details, {value['flushes']} memory updates"
)
print(
f"Used in this repository: {value['retrievals']} memories returned, "
f"{value['subagent_runs']} subagent runs"
)
if last:
item_label = ""
if last["operation"] in {"flush", "flush-retry"}:
item_label = f", {last['item_count']} memories"
operation = (
"memory update"
if last["operation"] in {"flush", "flush-retry"}
else last["operation"].replace("-", " ")
)
print(
f"Last {operation}: "
f"{'succeeded' if last['success'] else 'failed'} "
f"({last['duration_ms']:.1f} ms{item_label})"
)
subagent = value.get("last_subagent") or {}
if subagent:
state = "finished" if subagent.get("stopped_at") else "started"
print(
"Last subagent: "
f"{state}, received {subagent['context_chars']} characters of memory, "
f"agent {subagent['agent_id']}"
)
def main() -> int:
parser = argparse.ArgumentParser()
parser.add_argument("--plugin-data-dir", default="")
parser.add_argument("--harness", default="")
subparsers = parser.add_subparsers(dest="command", required=True)
status = subparsers.add_parser("status")
status.add_argument("--json", action="store_true")
doctor_parser = subparsers.add_parser("doctor")
doctor_parser.add_argument("--json", action="store_true")
subparsers.add_parser("pause")
subparsers.add_parser("resume")
forget = subparsers.add_parser("forget")
forget.add_argument("--remote", action="store_true")
forget.add_argument("--yes", action="store_true")
forget.add_argument("--include-project-memory", action="store_true")
args = parser.parse_args()
if args.harness:
source_tag = f"{args.harness.replace('-', '_')}_plugin"
configure_harness(args.harness, source_tag=source_tag)
telemetry.init(harness=args.harness, source_tag=source_tag.upper())
if args.plugin_data_dir:
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
store = EvidenceStore()
try:
repo = resolve_repo(os.getcwd())
telemetry.record("control", repo=repo, action=args.command)
if args.command == "status":
result = {
**store.status(repo.identity),
"repo_id": repo.identity,
"app_id": repo.app_id,
"project_id": repo.project_id,
"directory": repo.directory,
"user_id": user_id(),
"data_dir": str(data_dir()),
"api_key_configured": bool(api_key()),
}
if args.json:
print(json.dumps(result, indent=2, default=str))
else:
_print_status(result)
elif args.command == "doctor":
result = doctor(os.getcwd())
if args.json:
print(json.dumps(result, indent=2, default=str))
else:
for name, check in result["checks"].items():
print(
f"{'PASS' if check['ok'] else 'FAIL'} {name}: {check['detail']}"
)
return 0 if result["ok"] else 1
elif args.command == "pause":
store.set_setting("paused", "true")
print("Mem0 stopped saving and searching memories.")
elif args.command == "resume":
store.set_setting("paused", "false")
print("Mem0 resumed saving and searching memories.")
elif args.command == "forget":
if not args.yes:
print(
"Refusing to delete data without --yes. Add --remote to also "
"delete this user/repository scope from Mem0."
)
return 2
remote_result = (
forget_remote_repo(
repo, include_project_memory=args.include_project_memory
)
if args.remote
else None
)
local_result = store.forget_local_repo(repo.identity)
print(
json.dumps(
{"local": local_result, "remote": remote_result},
indent=2,
default=str,
)
)
if remote_result and remote_result.get("status") == "error":
return 1
finally:
store.close()
telemetry.spawn_flush()
return 0
if __name__ == "__main__":
raise SystemExit(main())
File diff suppressed because it is too large Load Diff
@@ -1,397 +0,0 @@
#!/usr/bin/env python3
"""Anonymous usage telemetry for Mem0 agent plugins.
Hooks run on a 3-6 second budget and fire on every tool call, so recording never
touches the network: `record` appends one JSON line to a local spool and returns.
A detached `python3 telemetry.py` drains the spool in one batched PostHog request,
started once per session and again from the flush worker that is already detached.
Pure stdlib, matching the rest of the plugin. Opt out with MEM0_TELEMETRY=false.
Never sends prompts, memory text, queries, file paths, repository names, or API
keys: only event names, durations, counts, coarse outcomes, and salted hashes.
"""
from __future__ import annotations
import hashlib
import json
import os
import platform
import subprocess
import sys
import time
import urllib.error
import urllib.request
import uuid
from pathlib import Path
from typing import Any
import memory_core
_harness: str = "generic"
_source_tag: str = "MEM0_PLUGIN"
_PRIVATE_KEYS = {
"apikey",
"authorization",
"password",
"query",
"secret",
"prompt",
"token",
"text",
"memory",
"message",
"error",
"path",
"cwd",
"userid",
"agentid",
"runid",
"repoid",
"repositoryid",
"projectid",
"appid",
"filters",
}
def init(harness: str = "generic", source_tag: str = "") -> None:
global _harness, _source_tag
_harness = harness
_source_tag = source_tag or f"MEM0_{harness.upper().replace('-', '_')}_PLUGIN"
POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
POSTHOG_CAPTURE_URL = "https://us.i.posthog.com/i/v0/e/"
POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/"
EVENT_PREFIX = "code"
SPOOL_LIMIT_BYTES = 256 * 1024
BATCH_SIZE = 100
SEND_TIMEOUT = 5
CLAIM_STALE_SECONDS = 120
CLAIM_EXPIRY_SECONDS = 7 * 24 * 60 * 60
def is_enabled() -> bool:
"""Whether telemetry is switched on for this process."""
return os.environ.get("MEM0_TELEMETRY", "true").strip().lower() not in {
"false",
"0",
"no",
"off",
}
def _digest(value: str, length: int = 16) -> str:
return hashlib.sha256(value.encode("utf-8")).hexdigest()[:length]
def _safe_value(value: Any) -> Any:
if isinstance(value, str):
return memory_core.redact(value)
if isinstance(value, dict):
return {
key: _safe_value(item)
for key, item in value.items()
if "".join(character for character in str(key).lower() if character.isalnum())
not in _PRIVATE_KEYS
}
if isinstance(value, (list, tuple)):
return [_safe_value(item) for item in value]
if value is None or isinstance(value, (bool, int, float)):
return value
return memory_core.redact(value)
def _spool_path() -> Path:
return memory_core.data_dir() / "telemetry.jsonl"
def _identity_path() -> Path:
return memory_core.data_dir() / "telemetry-identity.json"
def _read_identity() -> dict[str, str]:
try:
value = json.loads(_identity_path().read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return {}
return value if isinstance(value, dict) else {}
def _write_identity(identity: dict[str, str]) -> None:
path = _identity_path()
temporary = path.with_suffix(f".{os.getpid()}.tmp")
try:
path.parent.mkdir(parents=True, exist_ok=True)
temporary.write_text(json.dumps(identity), encoding="utf-8")
temporary.replace(path)
except OSError:
try:
temporary.unlink()
except OSError:
pass
def anonymous_id(identity: dict[str, str] | None = None) -> str:
"""Per-machine anonymous identifier, created and persisted on first use."""
identity = _read_identity() if identity is None else identity
existing = identity.get("anonymous_id")
if existing:
return existing
created = f"code-anon-{uuid.uuid4().hex}"
identity["anonymous_id"] = created
_write_identity(identity)
return created
def is_first_run() -> bool:
"""Whether this machine has never recorded a plugin event before."""
return not _identity_path().exists()
def record(
event: str,
*,
repo: Any = None,
session_id: str | None = None,
**properties: Any,
) -> None:
"""Append one event to the local spool. Never blocks and never raises."""
if not is_enabled():
return
try:
spool = _spool_path()
try:
if spool.stat().st_size > SPOOL_LIMIT_BYTES:
return
except OSError:
pass
properties = _safe_value(properties)
properties.update(
harness=_harness,
plugin_version=memory_core.PLUGIN_VERSION,
os=sys.platform,
python_version=platform.python_version(),
)
if repo is not None:
properties["repo_hash"] = _digest(getattr(repo, "identity", ""))
if session_id:
properties["session_hash"] = _digest(session_id)
line = json.dumps(
{
"event": f"{EVENT_PREFIX}.{event}",
"timestamp": memory_core.utc_now(),
"properties": {
key: value for key, value in properties.items() if value is not None
},
},
separators=(",", ":"),
default=str,
)
spool.parent.mkdir(parents=True, exist_ok=True)
with spool.open("a", encoding="utf-8") as handle:
handle.write(line + "\n")
except Exception:
pass
def error_kind(exc: BaseException | str) -> str:
"""Coarse, content-free label for a failure, safe to send."""
text = exc if isinstance(exc, str) else f"{type(exc).__name__}: {exc}"
lowered = text.lower()
if "timed out" in lowered or "timeout" in lowered:
return "timeout"
if "401" in lowered or "403" in lowered or "unauthor" in lowered or "forbidden" in lowered:
return "auth"
if "429" in lowered or "rate limit" in lowered:
return "rate-limited"
if any(code in lowered for code in ("500", "502", "503", "504")):
return "server-error"
if "400" in lowered or "422" in lowered:
return "bad-request"
if isinstance(exc, str):
return "other"
if isinstance(exc, urllib.error.URLError):
return "network"
return type(exc).__name__
def spawn_flush() -> bool:
"""Start the detached sender that drains the spool."""
if not is_enabled():
return False
try:
if not _spool_path().exists() and not any(
memory_core.data_dir().glob("telemetry-*.sending")
):
return False
subprocess.Popen(
[sys.executable, str(Path(__file__).resolve())],
stdin=subprocess.DEVNULL,
stdout=subprocess.DEVNULL,
stderr=subprocess.DEVNULL,
close_fds=True,
**memory_core.detached_process_kwargs(),
)
return True
except Exception:
return False
def _claim_spool() -> Path | None:
"""Rename the spool aside so exactly one sender owns each batch."""
directory = memory_core.data_dir()
claim = directory / f"telemetry-{os.getpid()}-{uuid.uuid4().hex[:8]}.sending"
spool = _spool_path()
try:
spool.replace(claim)
return claim
except OSError:
pass
now = time.time()
for orphan in sorted(directory.glob("telemetry-*.sending")):
try:
age = now - orphan.stat().st_mtime
except OSError:
continue
if age > CLAIM_EXPIRY_SECONDS:
try:
orphan.unlink()
except OSError:
pass
continue
if age < CLAIM_STALE_SECONDS:
continue
try:
orphan.replace(claim)
return claim
except OSError:
continue
return None
def _resolve_email(key: str) -> str:
"""Trade the API key for the account email so events join other Mem0 surfaces."""
url = os.environ.get("MEM0_API_URL", memory_core.DEFAULT_API_URL).rstrip("/") + "/v1/ping/"
request = urllib.request.Request(
url, headers={"Authorization": f"Token {key}", "Content-Type": "application/json"}
)
try:
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT) as response:
payload = json.loads(response.read().decode("utf-8"))
except Exception:
return ""
email = payload.get("user_email") if isinstance(payload, dict) else ""
return email if isinstance(email, str) else ""
def _post(payload: dict[str, Any], url: str) -> bool:
request = urllib.request.Request(
url,
data=json.dumps(payload, default=str).encode("utf-8"),
headers={"Content-Type": "application/json"},
)
try:
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT):
return True
except Exception:
return False
def resolve_distinct_id() -> tuple[str, str]:
"""Return the PostHog distinct id and the anonymous id it replaced, if any."""
identity = _read_identity()
email = identity.get("email", "")
if email:
return email, ""
key = memory_core.api_key()
if not key:
return anonymous_id(identity), ""
email = _resolve_email(key)
if not email:
return anonymous_id(identity), ""
previous = identity.get("anonymous_id", "")
identity["email"] = email
_write_identity(identity)
return email, previous
def flush() -> int:
"""Drain claimed spools to PostHog and return the number of events sent."""
if not is_enabled():
return 0
claim = _claim_spool()
if claim is None:
return 0
try:
lines = claim.read_text(encoding="utf-8").splitlines()
except OSError:
return 0
events = []
for line in lines:
try:
value = json.loads(line)
except json.JSONDecodeError:
continue
if isinstance(value, dict) and value.get("event"):
events.append(value)
if not events:
try:
claim.unlink()
except OSError:
pass
return 0
distinct_id, aliased_anonymous_id = resolve_distinct_id()
if aliased_anonymous_id:
_post(
{
"api_key": POSTHOG_API_KEY,
"event": "$identify",
"distinct_id": distinct_id,
"properties": {
"$anon_distinct_id": aliased_anonymous_id,
"$lib": "posthog-python",
},
},
POSTHOG_CAPTURE_URL,
)
sent = 0
for start in range(0, len(events), BATCH_SIZE):
batch = [
{
"event": event["event"],
"distinct_id": distinct_id,
"timestamp": event.get("timestamp"),
"properties": {
"source": _source_tag,
"language": "python",
"$process_person_profile": False,
"$lib": "posthog-python",
**(event.get("properties") or {}),
},
}
for event in events[start : start + BATCH_SIZE]
]
if not _post({"api_key": POSTHOG_API_KEY, "batch": batch}, POSTHOG_BATCH_URL):
return sent
sent += len(batch)
try:
claim.unlink()
except OSError:
pass
return sent
def main() -> int:
flush()
return 0
if __name__ == "__main__":
try:
raise SystemExit(main())
except Exception:
raise SystemExit(0)
@@ -1,3 +0,0 @@
jsonschema>=4.23,<5
pytest>=8,<10
skills-ref==0.1.1
@@ -1,26 +0,0 @@
---
name: forget
description: Delete the Mem0 memories stored for this repository and this user. Use when the user asks to forget, clear, wipe, or delete memories.
disable-model-invocation: true
---
# Forget this repository's memories
This permanently deletes remote memories. Before running anything, tell the
user exactly what will be deleted: their own memories for this repository
only. The repository's project memory is shared by everyone who works in it,
so it stays unless the user explicitly asks to delete that too.
After the user confirms, run:
```bash
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} forget --remote --yes
```
If the user also asked to delete the repository's shared project memory, add
`--include-project-memory` and say that this removes it for every teammate.
Report what the command output says was deleted. If the user only wants local
data cleared (evidence log, pending queue), run the same command without
`--remote`. Never pass `--yes` before the user has confirmed in this
conversation.
@@ -1,20 +0,0 @@
---
name: pause
description: Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.
disable-model-invocation: true
---
# Pause memory capture
To pause (hooks stop capturing and sending session content; a minimal
anonymous telemetry ping still fires at session start unless
`MEM0_TELEMETRY=false`):
```bash
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} pause
```
Confirm the new state back to the user, and remind them that already-created
memories still exist and remain searchable. Pending unsent packets are held
while paused, not expired, and are delivered after resuming. To turn capture
back on, use `/mem0:resume`.
@@ -1,21 +0,0 @@
---
name: remember
description: Acknowledge a "remember this" request and make sure it is captured well. Use when the user explicitly asks to remember, note, or save something for future sessions.
disable-model-invocation: true
---
# Remember something for future sessions
Mem0 creates memories from the session automatically — there is no separate
write command. When the user asks to remember something:
1. Restate the fact clearly and completely in your reply, in one or two
sentences, including any names, values, or paths it depends on. Your visible
reply is what memory extraction reads, so a precise restatement is what gets
remembered.
2. Tell the user it will be saved with this session's memories when the session
ends or compacts, and that it will surface in future sessions in this
repository (they can check later with /mem0:search).
Do not invent a storage confirmation or a memory ID — creation happens in the
background after the session.
@@ -1,19 +0,0 @@
---
name: resume
description: Resume Mem0 memory capture after it was paused with /mem0:pause.
disable-model-invocation: true
---
# Resume memory capture
Resume memory capture for this machine.
Run:
```bash
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} resume
```
Confirm to the user that capture is active again. New sessions record evidence and
create memories as normal; nothing that happened while paused is retroactively
captured.
@@ -1,28 +0,0 @@
---
name: search
description: Search memories from earlier {{HARNESS_NAME}} sessions in this repository. Use it when earlier work may already explain the code, error, decision, or command you need, so you can avoid repeating file reads, searches, or experiments.
argument-hint: "[question] [--top-k number] [--category category-name] [--scope repo|dir|mine] [--run-id session-id]"
disable-model-invocation: true
---
# Search memories
Call `search_memories` with the user's question. Treat `--top-k`, `--category`,
`--scope`, and `--run-id` as tool arguments instead of including them in the
query.
Omit `top_k` to use Mem0's configured default. Omit `category` to search every
category; a category is a best-effort label Mem0 assigned when it saved the
memory, so if a category search misses, repeat it without the category. Omit
`scope` to use the configured default, normally `repo`: this repository's
shared memory, which everyone who works in it contributes to, plus your own
preferences.
Pass `scope` when the question needs something else: `dir` to narrow the
shared memory to the directory you are working in (a package inside a
monorepo), `mine` for your own preferences alone.
Pass `run_id` with any scope to retrieve memories saved in a specific coding-agent
session. Omit `run_id` to search across sessions. It filters the memories returned;
it does not identify the session making the search request. Use a known session ID,
never invent one. Return the tool's result directly.
@@ -1,23 +0,0 @@
---
name: status
description: Show whether Mem0 memory is working in this repository, covering configuration, capture state, pending flushes, and whether the Mem0 API key is valid. Use when the user asks whether memory is on, why a memory is missing, or anything looks broken.
disable-model-invocation: false
---
# Memory status
Run both commands and report the combined result in plain language:
```bash
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} status --json
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} doctor
```
Summarize, using only fields the JSON actually reports: whether capture is
active or paused, the user ID and repository scope (`repo_id`), whether an
API key is configured, the event/flush/retrieval counts (`flushes` is the
number of completed flushes, not a pending count), and the doctor check
results. If doctor reports an authentication failure (401 / invalid key), say
clearly that the Mem0 API key is invalid or expired and that memories are NOT
being created. Never report an auth failure as "no memories found". Suggest
reinstalling with `--config api_key=...` in that case.
@@ -1,135 +0,0 @@
from __future__ import annotations
import json
import sys
from pathlib import Path
import pytest
ROOT = Path(__file__).resolve().parents[1]
REPOSITORY_ROOT = ROOT.parents[1]
sys.path.insert(0, str(ROOT))
from build.build import ( # noqa: E402
build,
bundle_drift,
render_template,
replace_output,
)
from build.validate import validate_bundle # noqa: E402
def test_render_rejects_unknown_or_unresolved_tokens() -> None:
with pytest.raises(ValueError, match="UNKNOWN"):
render_template("run {{UNKNOWN}}", {})
def test_build_replaces_only_the_requested_output(tmp_path: Path) -> None:
staged = tmp_path / "staged"
staged.mkdir()
(staged / "plugin.json").write_text("{}", encoding="utf-8")
output = tmp_path / "output"
output.mkdir()
(output / "stale.py").write_text("stale", encoding="utf-8")
sibling = tmp_path / "keep.txt"
sibling.write_text("keep", encoding="utf-8")
replace_output(staged, output)
assert not (output / "stale.py").exists()
assert (output / "plugin.json").exists()
assert sibling.read_text(encoding="utf-8") == "keep"
def test_build_cannot_replace_an_installable_source_directory(tmp_path: Path) -> None:
staged = tmp_path / "staged"
staged.mkdir()
with pytest.raises(ValueError, match="protected output path"):
replace_output(staged, REPOSITORY_ROOT / "integrations" / "claude-code-plugin")
def test_portable_bundle_is_conformant_and_self_contained(tmp_path: Path) -> None:
root = build("mem0-agent-plugin", "portable", tmp_path / "mem0-agent-plugin")
assert validate_bundle(root, "portable") == []
assert json.loads((root / "plugin.json").read_text(encoding="utf-8"))["$schema"] == (
"https://agent-plugins.org/schemas/1.0.0/plugin.schema.json"
)
server = json.loads((root / "mcp.json").read_text(encoding="utf-8"))["mcpServers"]["mem0"]
assert server["type"] == "stdio"
assert server["args"] == ["${PLUGIN_ROOT}/core/mcp_server.py"]
assert "env" not in server
assert not (root / "core" / "hook_runner.py").exists()
assert not (root / "core" / "flush_worker.py").exists()
assert not (root / "agents").exists()
for skill in (root / "skills").glob("*/SKILL.md"):
frontmatter = skill.read_text(encoding="utf-8").split("---", 2)[1]
keys = {line.split(":", 1)[0] for line in frontmatter.splitlines() if ":" in line}
assert keys <= {"name", "description", "license", "compatibility", "metadata", "allowed-tools"}
assert not any(path.is_symlink() for path in root.rglob("*"))
@pytest.mark.parametrize("host", ["claude-code", "cursor", "codex", "kimi", "antigravity"])
def test_native_bundle_is_self_contained(host: str, tmp_path: Path) -> None:
root = build(host, "native", tmp_path / host)
assert (root / "core" / "memory_core.py").is_file()
assert (root / "skills" / "remember" / "SKILL.md").is_file()
assert not any(path.is_symlink() for path in root.rglob("*"))
@pytest.mark.parametrize("host", ["claude-code", "cursor", "codex", "kimi", "antigravity"])
def test_only_claude_bundles_sidekick(host: str, tmp_path: Path) -> None:
root = build(host, "native", tmp_path / host)
if host == "claude-code":
agent = (root / "agents" / "sidekick.md").read_text()
assert "model: sonnet" in agent
assert "isolation: worktree" in agent
else:
assert not (root / "agents").exists()
for path in root.rglob("*.json"):
assert "sidekick" not in path.read_text().lower()
@pytest.mark.parametrize("host", ["claude-code", "cursor", "codex", "kimi", "antigravity"])
def test_native_control_skills_select_the_host_store(host: str, tmp_path: Path) -> None:
root = build(host, "native", tmp_path / host)
status = (root / "skills" / "status" / "SKILL.md").read_text(encoding="utf-8")
assert f'--harness "{host}"' in status
if host == "claude-code":
assert '--plugin-data-dir "${CLAUDE_PLUGIN_DATA}"' in status
elif host == "codex":
assert '--plugin-data-dir "${PLUGIN_DATA}"' in status
@pytest.mark.parametrize(
("host", "kind"),
[
("mem0-agent-plugin", "portable"),
("claude-code", "native"),
("cursor", "native"),
("codex", "native"),
("kimi", "native"),
("antigravity", "native"),
],
)
def test_installable_plugin_directories_are_current(host: str, kind: str) -> None:
assert bundle_drift(host, kind) == []
def test_marketplaces_keep_public_names_and_reference_real_plugins() -> None:
marketplace = json.loads((REPOSITORY_ROOT / "marketplace.json").read_text(encoding="utf-8"))
sources = {plugin["name"]: plugin["source"] for plugin in marketplace["plugins"]}
assert sources == {"mem0": "./integrations/claude-code-plugin"}
for source in sources.values():
assert (REPOSITORY_ROOT / source).exists()
codex_marketplace = json.loads(
(REPOSITORY_ROOT / ".agents" / "plugins" / "marketplace.json").read_text(encoding="utf-8")
)
assert [plugin["name"] for plugin in codex_marketplace["plugins"]] == ["mem0"]
codex = codex_marketplace["plugins"][0]
assert codex["source"]["path"] == "./integrations/codex-plugin"
@@ -1,190 +0,0 @@
from __future__ import annotations
import json
import os
import subprocess
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
from conformance import run as conformance_run # noqa: E402
from conformance.run import _command_check # noqa: E402
PLUGIN_ROOT = Path(__file__).resolve().parents[1]
RUNNER = PLUGIN_ROOT / "conformance" / "run.py"
PYTHON_HOSTS = {"claude-code", "cursor", "codex", "kimi", "antigravity"}
def test_python_bundle_conformance_builds_every_host(tmp_path: Path) -> None:
report = tmp_path / "report.json"
artifacts = tmp_path / "artifacts"
result = subprocess.run(
[
sys.executable,
str(RUNNER),
"--group",
"python-bundles",
"--artifacts-dir",
str(artifacts),
"--report",
str(report),
],
cwd=PLUGIN_ROOT.parents[1],
text=True,
capture_output=True,
check=False,
)
assert result.returncode == 0, result.stdout + result.stderr
payload = json.loads(report.read_text(encoding="utf-8"))
assert payload["status"] == "passed"
assert {
entry["host"]
for entry in payload["checks"]
if entry["kind"] == "native"
} == PYTHON_HOSTS
assert {
entry["host"]
for entry in payload["checks"]
if entry["kind"] == "portable"
} == {"mem0-agent-plugin"}
for host in PYTHON_HOSTS:
assert (artifacts / host).is_dir()
assert (artifacts / "mem0-agent-plugin").is_dir()
def test_conformance_plan_covers_every_runtime(tmp_path: Path) -> None:
report = tmp_path / "plan.json"
result = subprocess.run(
[sys.executable, str(RUNNER), "--list", "--report", str(report)],
cwd=PLUGIN_ROOT.parents[1],
text=True,
capture_output=True,
check=False,
)
assert result.returncode == 0, result.stdout + result.stderr
payload = json.loads(report.read_text(encoding="utf-8"))
assert {entry["group"] for entry in payload["checks"]} == {
"python-bundles",
"python-tests",
"typescript-core",
"openclaw",
"opencode",
"pi-agent",
"deepseek",
}
assert all(entry["status"] == "planned" for entry in payload["checks"])
assert {
entry["group"]
for entry in payload["checks"]
if entry["name"].endswith("-artifact")
} == {"openclaw", "opencode", "pi-agent", "deepseek"}
def test_typescript_artifact_check_rejects_monorepo_imports(tmp_path: Path) -> None:
dist = tmp_path / "dist"
dist.mkdir()
(dist / "index.js").write_text(
'import { createMemoryLifecycle } from "../../agent-plugin-core/typescript/src/lifecycle.ts";\n',
encoding="utf-8",
)
artifact_check = getattr(conformance_run, "_typescript_artifact_check", None)
assert artifact_check is not None, "TypeScript package artifacts are not checked"
result = artifact_check("example", tmp_path, ("dist/index.js",))
assert result["status"] == "failed"
assert "monorepo source import" in result["output"]
def test_live_conformance_requires_an_explicit_mem0_key(tmp_path: Path) -> None:
environment = dict(os.environ)
environment.pop("MEM0_API_KEY", None)
result = subprocess.run(
[sys.executable, str(RUNNER), "--live", "--report", str(tmp_path / "report.json")],
cwd=PLUGIN_ROOT.parents[1],
env=environment,
text=True,
capture_output=True,
check=False,
)
assert result.returncode == 2
assert "MEM0_API_KEY is required for --live" in result.stderr
def test_live_conformance_reports_platform_failure_without_crashing(tmp_path: Path) -> None:
report = tmp_path / "report.json"
environment = {
**os.environ,
"MEM0_API_KEY": "m0-intentionally-invalid",
"MEM0_API_URL": "http://127.0.0.1:1",
}
result = subprocess.run(
[
sys.executable,
str(RUNNER),
"--group",
"live-platform",
"--live",
"--report",
str(report),
],
cwd=PLUGIN_ROOT.parents[1],
env=environment,
text=True,
capture_output=True,
check=False,
)
assert result.returncode == 1
payload = json.loads(report.read_text(encoding="utf-8"))
assert payload["status"] == "failed"
assert payload["checks"][0]["group"] == "live-platform"
def test_runtime_checks_preserve_the_callers_telemetry_setting(tmp_path: Path, monkeypatch) -> None:
monkeypatch.delenv("MEM0_TELEMETRY", raising=False)
result = _command_check(
"environment",
"test",
[sys.executable, "-c", "import os; print(os.environ.get('MEM0_TELEMETRY', 'unset'))"],
cwd=tmp_path,
)
assert result["status"] == "passed"
assert result["output"] == "unset"
def test_command_check_can_force_non_interactive_installs(tmp_path: Path) -> None:
result = _command_check(
"environment",
"test",
[sys.executable, "-c", "import os; print(os.environ['CI'])"],
cwd=tmp_path,
environment_overrides={"CI": "true"},
)
assert result["status"] == "passed"
assert result["output"] == "true"
def test_conformance_report_redacts_command_output(tmp_path: Path) -> None:
secret = "sk-eval-12345678901234567890"
result = _command_check(
"redaction",
"test",
[sys.executable, "-c", f"print('failure: {secret}')"],
cwd=tmp_path,
)
assert secret not in json.dumps(result)
assert "[REDACTED]" in result["output"]
@@ -1,102 +0,0 @@
"""Exercise bundled subagent hooks as separate host processes, without Mem0 calls."""
import json
import os
import sqlite3
import subprocess
import sys
from pathlib import Path
import pytest
ROOT = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(ROOT / "python"))
from memory_core import EvidenceStore, RepoContext, checkpoint_stats # noqa: E402
def test_generic_tracking_preserves_legacy_runs_and_can_finish_them(tmp_path):
database = tmp_path / "evidence.sqlite3"
with sqlite3.connect(database) as connection:
connection.executescript("""
CREATE TABLE sidekick_runs (
repo_id TEXT NOT NULL, session_id TEXT NOT NULL,
agent_id TEXT NOT NULL, agent_type TEXT NOT NULL,
started_at TEXT NOT NULL, stopped_at TEXT, transcript_path TEXT,
context_chars INTEGER NOT NULL DEFAULT 0, final_message TEXT,
PRIMARY KEY(repo_id, session_id, agent_id)
);
INSERT INTO sidekick_runs VALUES
('repo', 'session', 'worker', 'default', '2026-09-10', NULL, NULL, 123, NULL);
""")
for _ in range(2):
store = EvidenceStore(database)
try:
assert store.status("repo")["subagent_runs"] == 1
row = store.conn.execute("SELECT * FROM sidekick_runs").fetchone()
assert row["agent_id"] == "worker"
assert row["context_chars"] == 123
repo = RepoContext(str(tmp_path), str(tmp_path), "repo", "app", "main", "")
store.stop_subagent(repo, "session", "worker", "default", "", "Completed after upgrade.")
assert store.status("repo")["last_subagent"]["stopped_at"]
assert store.conn.execute("SELECT final_message FROM sidekick_runs").fetchone()[0] == (
"Completed after upgrade."
)
finally:
store.close()
assert checkpoint_stats([{"kind": "sidekick_stop", "payload": {"final_message": "Legacy result."}}]) == (0, 1, 14)
@pytest.mark.parametrize("host", ["claude-code", "codex"])
def test_subagent_hooks_preserve_parent_scope_and_correlate_completion(tmp_path, host):
parent = tmp_path / "parent"
child = tmp_path / "child-worktree"
parent.mkdir()
child.mkdir()
database = tmp_path / "data" / "evidence.sqlite3"
store = EvidenceStore(database)
repo = store.repo_for_session("parent-session", str(parent))
store.mark_injected("parent-session", repo.identity, [{"id": "one", "memory": "Parent memory marker."}])
store.mark_injected("other-session", repo.identity, [{"id": "two", "memory": "Foreign memory marker."}])
store.close()
plugin = ROOT.parent / f"{host}-plugin"
adapter = plugin / ("adapters/claude/hook.py" if host == "claude-code" else "hooks/adapter.py")
start, stop = "sidekick-start", "sidekick-stop"
payload = {"session_id": "parent-session", "cwd": str(child), "agent_id": "worker", "agent_type": "default"}
response_key = "last_assistant_message"
if host == "codex":
start, stop = "subagent-start", "subagent-stop"
env = {key: value for key, value in os.environ.items() if not key.startswith(("MEM0_", "CLAUDE_PLUGIN_"))}
env.update(MEM0_CODE_DATA_DIR=str(database.parent), MEM0_TELEMETRY="false", MEM0_API_URL="http://127.0.0.1:1")
def invoke(event, body):
result = subprocess.run(
[sys.executable, str(adapter), event],
input=json.dumps({**body, "hook_event_name": event}),
text=True,
capture_output=True,
env=env,
timeout=15,
check=True,
)
return result.stdout
output = invoke(start, payload)
context = json.loads(output)["hookSpecificOutput"]["additionalContext"]
assert "Parent memory marker." in context
assert "Foreign memory marker." not in output
assert "Parent memory marker." not in invoke(start, payload)
invoke(stop, {**payload, response_key: "Finished the delegated task."})
store = EvidenceStore(database)
runs = store.conn.execute("SELECT * FROM sidekick_runs").fetchall()
store.close()
assert len(runs) == 1
assert (runs[0]["repo_id"], runs[0]["session_id"], runs[0]["agent_id"]) == (
repo.identity, "parent-session", "worker"
)
assert runs[0]["stopped_at"]
assert runs[0]["final_message"] == "Finished the delegated task."
assert runs[0]["context_chars"] > 0
@@ -1,115 +0,0 @@
from __future__ import annotations
import json
import subprocess
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
VALIDATE = ROOT / "build" / "validate.py"
PLUGIN_SCHEMA = "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json"
def run_validator(bundle: Path) -> subprocess.CompletedProcess[str]:
return subprocess.run(
[sys.executable, str(VALIDATE), str(bundle), "--kind", "portable"],
capture_output=True,
check=False,
text=True,
)
def write_manifest(bundle: Path, schema: str = PLUGIN_SCHEMA) -> None:
bundle.mkdir(parents=True, exist_ok=True)
(bundle / "plugin.json").write_text(
json.dumps({"$schema": schema, "name": "mem0"}),
encoding="utf-8",
)
def test_rejects_wrong_agent_plugin_schema(tmp_path: Path) -> None:
bundle = tmp_path / "plugin"
write_manifest(bundle, "https://agent-plugins.org/v1.0.0/plugin.schema.json")
result = run_validator(bundle)
assert result.returncode == 1
assert result.stderr == (
"plugin.json.$schema: "
"'https://agent-plugins.org/schemas/1.0.0/plugin.schema.json' was expected\n"
)
def test_rejects_symlink_outside_bundle(tmp_path: Path) -> None:
bundle = tmp_path / "plugin"
write_manifest(bundle)
outside = tmp_path / "outside"
outside.mkdir()
(bundle / "skills").symlink_to(outside, target_is_directory=True)
result = run_validator(bundle)
assert result.returncode == 1
assert result.stderr == "skills: symlinks are not allowed in release bundles\n"
def test_accepts_minimal_portable_bundle(tmp_path: Path) -> None:
bundle = tmp_path / "plugin"
write_manifest(bundle)
result = run_validator(bundle)
assert result.returncode == 0
assert result.stdout == f"Validated portable bundle: {bundle}\n"
assert result.stderr == ""
def test_rejects_nonconformant_agent_skill(tmp_path: Path) -> None:
bundle = tmp_path / "plugin"
write_manifest(bundle)
skill = bundle / "skills" / "Bad_Name"
skill.mkdir(parents=True)
(skill / "SKILL.md").write_text(
"---\nname: Bad_Name\ndescription: invalid\nunknown: true\n---\n",
encoding="utf-8",
)
result = run_validator(bundle)
assert result.returncode == 1
assert "skills/Bad_Name" in result.stderr
def run_native_validator(bundle: Path) -> subprocess.CompletedProcess[str]:
return subprocess.run(
[sys.executable, str(VALIDATE), str(bundle), "--kind", "native"],
capture_output=True,
check=False,
text=True,
)
def test_native_bundle_rejects_malformed_json(tmp_path: Path) -> None:
bundle = tmp_path / "plugin"
bundle.mkdir(parents=True)
(bundle / "plugin.json").write_text("{bad json", encoding="utf-8")
result = run_native_validator(bundle)
assert result.returncode == 1
assert "plugin.json" in result.stderr
def test_native_bundle_accepts_valid_json(tmp_path: Path) -> None:
bundle = tmp_path / "plugin"
bundle.mkdir(parents=True)
(bundle / "plugin.json").write_text('{"name": "mem0"}', encoding="utf-8")
hooks = bundle / "hooks"
hooks.mkdir()
(hooks / "hooks.json").write_text('{"version": 1}', encoding="utf-8")
result = run_native_validator(bundle)
assert result.returncode == 0
assert "native" in result.stdout
@@ -1,14 +0,0 @@
{
"name": "@mem0/agent-plugin-core",
"version": "0.0.0",
"private": true,
"type": "module",
"scripts": {
"test": "node --test tests/*.test.ts",
"typecheck": "tsc --noEmit"
},
"devDependencies": {
"@types/node": "^22.15.0",
"typescript": "^5.6.0"
}
}
-39
View File
@@ -1,39 +0,0 @@
lockfileVersion: '9.0'
settings:
autoInstallPeers: true
excludeLinksFromLockfile: false
importers:
.:
devDependencies:
'@types/node':
specifier: ^22.15.0
version: 22.20.1
typescript:
specifier: ^5.6.0
version: 5.9.3
packages:
'@types/node@22.20.1':
resolution: {integrity: sha512-EANqOCF9QFyra+4pfxUcX9STKJpCLjMbObVzljIJomAWSnuSIEAvyzEU53GaajbXJEgdh0iEcPL+DGvpUd4k1Q==}
typescript@5.9.3:
resolution: {integrity: sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==}
engines: {node: '>=14.17'}
hasBin: true
undici-types@6.21.0:
resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}
snapshots:
'@types/node@22.20.1':
dependencies:
undici-types: 6.21.0
typescript@5.9.3: {}
undici-types@6.21.0: {}
@@ -1,70 +0,0 @@
export interface MemoryLike {
id: string;
memory?: string;
categories?: string[];
createdAt?: Date | string;
}
export const MAX_OUTPUT_LINES = 200;
export const MAX_OUTPUT_CHARS = 50_000;
export const MAX_OUTPUT_BYTES = MAX_OUTPUT_CHARS;
export function formatAge(date: Date | string): string {
const minutes = Math.floor((Date.now() - new Date(date).getTime()) / 60_000);
if (minutes < 60) return `${minutes}m ago`;
const hours = Math.floor(minutes / 60);
return hours < 24 ? `${hours}h ago` : `${Math.floor(hours / 24)}d ago`;
}
export function formatMemoryCompact(memory: MemoryLike): string {
const category = memory.categories?.[0] ?? "uncategorized";
const age = memory.createdAt ? ` (${formatAge(memory.createdAt)})` : "";
return `[${category}] ${memory.memory ?? "(empty)"}${age} [mem0:${memory.id}]`;
}
export function formatMemoryList(memories: MemoryLike[]): string {
return memories.length
? memories.map((memory, index) => `${index + 1}. ${formatMemoryCompact(memory)}`).join("\n")
: "No memories found.";
}
export function formatAddResult(result: unknown): string {
const items: MemoryLike[] = Array.isArray(result)
? result
: ((result as { results?: MemoryLike[] } | null)?.results ?? (result ? [result as MemoryLike] : []));
const pending = items.find((item) => (item as { status?: string }).status === "PENDING") as
| { eventId?: string; event_id?: string }
| undefined;
if (pending) {
const id = pending.eventId ?? pending.event_id;
return `Memory queued for background extraction${id ? ` (event ${id})` : ""}; it will be searchable shortly.`;
}
if (!items.length) return "Memory stored.";
return `Stored ${items.length} ${items.length === 1 ? "memory" : "memories"}:\n${formatMemoryList(items)}`;
}
export function groupByCategory(memories: MemoryLike[]): Map<string, MemoryLike[]> {
const groups = new Map<string, MemoryLike[]>();
for (const memory of memories) {
const category = memory.categories?.[0] ?? "uncategorized";
groups.set(category, [...(groups.get(category) ?? []), memory]);
}
return groups;
}
export function truncateOutput(
text: string,
maxChars = MAX_OUTPUT_CHARS,
maxLines = MAX_OUTPUT_LINES,
): string {
const lines = text.split("\n");
if (lines.length <= maxLines && text.length <= maxChars) return text;
const kept = lines.slice(0, maxLines);
let result = kept.join("\n");
const charCapped = result.length > maxChars;
if (charCapped) result = result.slice(0, maxChars);
const reasons = [];
if (kept.length < lines.length) reasons.push(`showing ${kept.length} of ${lines.length} lines`);
if (charCapped) reasons.push(`cut at ${Math.floor(maxChars / 1000)}KB`);
return `${result}\n\n[Output truncated: ${reasons.join(", ")}]`;
}
@@ -1,33 +0,0 @@
export interface EntityParams {
userId?: string;
agentId?: string;
runId?: string;
}
const clean = (value: string | undefined): string | undefined => value?.trim() || undefined;
export function entitySearchFilters(
params: EntityParams,
defaultUserId: string,
): Record<string, string> {
const filters: Record<string, string> = { user_id: clean(params.userId) ?? defaultUserId };
const agentId = clean(params.agentId);
const runId = clean(params.runId);
if (agentId) filters.agent_id = agentId;
if (runId) filters.run_id = runId;
return filters;
}
export function entityAddParams(params: EntityParams, defaultUserId: string): Record<string, string> {
const values: Record<string, string> = { userId: clean(params.userId) ?? defaultUserId };
const agentId = clean(params.agentId);
const runId = clean(params.runId);
if (agentId) values.agentId = agentId;
if (runId) values.runId = runId;
return values;
}
export function parseProjectFromRemote(remote: string): string | null {
const match = remote.trim().match(/[:/]([^/:]+)\/([^/:]+?)(?:\.git)?\/?$/);
return match ? `${match[1]}-${match[2]}` : null;
}
@@ -1,177 +0,0 @@
import type { MemoryLike } from "./formatting.ts";
import { formatMemoryCompact } from "./formatting.ts";
const MAX_RECALL_QUERY_CHARS = 6_000;
export const DEFAULT_MAX_CONTEXT_CHARS = 4_000;
const SECRET_PATTERNS: Array<[RegExp, string]> = [
[/(authorization\s*[:=]\s*(?:bearer|token)\s+)[^\s"']+/gi, "$1[REDACTED]"],
[
/((?:api[_-]?key|secret[_-]?access[_-]?key|session[_-]?token)\s*[:=]\s*)[^\s"']+/gi,
"$1[REDACTED]",
],
[
/((?:access[_-]?token|refresh[_-]?token|password|credential)\s*[:=]\s*)[^\s&"']+/gi,
"$1[REDACTED]",
],
[/\b(?:sk|m0|mem0_sk|psk)-[A-Za-z0-9_-]{12,}\b/g, "[REDACTED]"],
[/\b(?:ASIA|AKIA)[A-Z0-9]{12,}\b/g, "[REDACTED]"],
[/\b(?:ghp_|github_pat_|xox[baprs]-)[A-Za-z0-9_-]{12,}\b/g, "[REDACTED]"],
[/-----BEGIN [^-]*PRIVATE KEY-----[\s\S]*?-----END [^-]*PRIVATE KEY-----/g, "[REDACTED]"],
];
export function redactSecrets(value: unknown): string {
let text =
typeof value === "string"
? value
: (JSON.stringify(value, null, 0) ?? String(value));
for (const [pattern, replacement] of SECRET_PATTERNS) text = text.replace(pattern, replacement);
return text;
}
export function boundedText(value: unknown, limit: number): string {
const text = redactSecrets(value).trim();
return text.length <= limit ? text : `${text.slice(0, limit)}\n...[truncated ${text.length - limit} chars]`;
}
interface MessageLike {
role: string;
content?: unknown;
}
function extractText(content: unknown): string | null {
if (typeof content === "string") return content;
if (!Array.isArray(content)) return null;
const text = content
.filter(
(block): block is { type: "text"; text: string } =>
typeof block === "object" &&
block !== null &&
(block as { type?: unknown }).type === "text" &&
typeof (block as { text?: unknown }).text === "string",
)
.map((block) => block.text)
.join("\n");
return text || null;
}
export function extractConversation(
messages: MessageLike[],
): Array<{ role: "user" | "assistant"; content: string }> {
const conversation: Array<{ role: "user" | "assistant"; content: string }> = [];
for (const message of messages) {
if (message.role !== "user" && message.role !== "assistant") continue;
const text = extractText(message.content);
if (!text) continue;
const content = redactSecrets(text).trim();
if (content) conversation.push({ role: message.role, content });
}
return conversation;
}
interface RecallOptions {
maxChars?: number;
seenIds?: Set<string>;
timeoutMs?: number;
}
interface MemoryLifecycleOptions {
maxContextChars?: number;
recallTimeoutMs?: number;
}
/** Shared lifecycle policy. Host adapters only translate native events into these operations. */
class MemoryLifecycle {
readonly #seenMemoryIds = new Set<string>();
readonly #options: MemoryLifecycleOptions;
constructor(options: MemoryLifecycleOptions = {}) {
this.#options = options;
}
beginSession(): void {
this.#seenMemoryIds.clear();
}
prepareConversation(
messages: MessageLike[],
): Array<{ role: "user" | "assistant"; content: string }> {
return extractConversation(messages);
}
prepareUserText(value: unknown): string {
return redactSecrets(value).trim();
}
recall(
prompt: string,
enabled: boolean,
search: (query: string) => Promise<{ results?: unknown[] }>,
): Promise<string> {
return buildRecallContext(prompt, enabled, search, {
maxChars: this.#options.maxContextChars,
seenIds: this.#seenMemoryIds,
timeoutMs: this.#options.recallTimeoutMs,
});
}
}
export function createMemoryLifecycle(
options: MemoryLifecycleOptions = {},
): MemoryLifecycle {
return new MemoryLifecycle(options);
}
export async function buildRecallContext(
prompt: string,
enabled: boolean,
search: (query: string) => Promise<{ results?: unknown[] }>,
options: RecallOptions = {},
): Promise<string> {
if (!enabled) return "";
const query = boundedText(prompt, MAX_RECALL_QUERY_CHARS);
if (!query) return "";
try {
let timer: ReturnType<typeof setTimeout> | undefined;
let response: { results?: unknown[] } | null;
try {
const timeout = new Promise<null>((resolve) => {
timer = setTimeout(() => resolve(null), options.timeoutMs ?? 2_000);
});
response = await Promise.race([search(query), timeout]);
} finally {
if (timer) clearTimeout(timer);
}
if (!response) return "";
const memories = (response.results ?? []) as MemoryLike[];
const unseen = memories.filter((memory) => !options.seenIds?.has(memory.id));
if (!unseen.length) return "";
const prefix =
"<mem0-relevant-memories>\nRetrieved automatically for the current request. This is a shallow first pass — search mem0_memory for more if you need it.\n";
const suffix = "\n</mem0-relevant-memories>";
const maxChars = options.maxChars ?? DEFAULT_MAX_CONTEXT_CHARS;
const lines: string[] = [];
for (const memory of unseen) {
const line = `${lines.length + 1}. ${redactSecrets(formatMemoryCompact(memory))
.replace(/\s+/g, " ")
.trim()}`;
const candidate = prefix + [...lines, line].join("\n") + suffix;
if (candidate.length > maxChars) {
if (!lines.length) {
const available = maxChars - prefix.length - suffix.length;
if (available > 1) lines.push(`${line.slice(0, available - 1).trimEnd()}…`);
}
break;
}
lines.push(line);
options.seenIds?.add(memory.id);
}
if (!lines.length) return "";
if (unseen[0] && !options.seenIds?.has(unseen[0].id)) options.seenIds?.add(unseen[0].id);
return prefix + lines.join("\n") + suffix;
} catch {
return "";
}
}
@@ -1,50 +0,0 @@
export type Scope = "project" | "session" | "global";
export interface ScopeContext {
userId: string;
appId: string;
runId: string;
}
export function normalizeScope(value: unknown): Scope {
return value === "session" || value === "global" ? value : "project";
}
export function resolveToolScope(requested: Scope | undefined, configured: Scope): Scope {
const scope = requested ?? configured;
if (scope === "global" && configured !== "global") {
throw new Error("Select global scope in the plugin settings or /mem0-scope command first.");
}
return scope;
}
function validateContext(scope: Scope, context: ScopeContext): void {
const keys: (keyof ScopeContext)[] = ["userId"];
if (scope !== "global") keys.push("appId");
if (scope === "session") keys.push("runId");
for (const key of keys) {
if (!context[key]?.trim() || /^\*+$/.test(context[key].trim())) {
throw new Error(`Invalid memory scope ${key}`);
}
}
}
export function scopeSearchFilters(scope: Scope, context: ScopeContext): Record<string, string> {
validateContext(scope, context);
if (scope === "session") {
return { user_id: context.userId, app_id: context.appId, run_id: context.runId };
}
return scope === "global"
? { user_id: context.userId }
: { user_id: context.userId, app_id: context.appId };
}
export function scopeAddParams(scope: Scope, context: ScopeContext): Record<string, string> {
validateContext(scope, context);
if (scope === "session") {
return { userId: context.userId, appId: context.appId, runId: context.runId };
}
return scope === "global"
? { userId: context.userId }
: { userId: context.userId, appId: context.appId };
}
@@ -1,158 +0,0 @@
import { redactSecrets } from "./lifecycle.ts";
const POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX";
const POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/";
const OFF_VALUES = new Set(["false", "0", "no", "off"]);
const PRIVATE_KEYS = new Set([
"apikey",
"authorization",
"password",
"query",
"secret",
"prompt",
"token",
"text",
"memory",
"message",
"error",
"path",
"cwd",
"userid",
"agentid",
"runid",
"repoid",
"repositoryid",
"projectid",
"appid",
"filters",
]);
export interface TelemetryConfig {
host: string;
source: string;
version: string;
distinctId: string | (() => string | undefined);
delivery?: (batch: Record<string, unknown>[]) => void | Promise<void>;
flushThreshold?: number;
flushIntervalMs?: number;
maxQueueSize?: number;
commonProperties?: Record<string, unknown>;
eventName?: (event: string) => string;
enabled?: () => boolean;
}
export function isTelemetryEnabled(): boolean {
const value = process.env.MEM0_TELEMETRY;
return value === undefined || !OFF_VALUES.has(value.toLowerCase());
}
function safeValue(value: unknown): unknown {
if (typeof value === "string") return redactSecrets(value);
if (Array.isArray(value)) return value.map(safeValue);
if (value && typeof value === "object") {
return Object.fromEntries(
Object.entries(value)
.filter(([key]) => !PRIVATE_KEYS.has(key.toLowerCase().replace(/[^a-z]/g, "")))
.map(([key, nested]) => [key, safeValue(nested)]),
);
}
return value;
}
function safeProperties(properties: Record<string, unknown>): Record<string, unknown> {
return safeValue(properties) as Record<string, unknown>;
}
export function errorKind(error: unknown): string {
const text = (error instanceof Error ? error.message : String(error)).toLowerCase();
if (text.includes("timeout") || text.includes("aborted")) return "timeout";
if (text.includes("401") || text.includes("403") || text.includes("unauthor")) return "auth";
if (text.includes("429") || text.includes("rate limit")) return "rate-limited";
if (/50[0234]/.test(text)) return "server-error";
if (text.includes("400") || text.includes("422")) return "bad-request";
if (text.includes("fetch failed") || text.includes("enotfound")) return "network";
return error instanceof Error ? error.constructor.name : "other";
}
export function createTelemetry(config: TelemetryConfig) {
let queue: Record<string, unknown>[] = [];
let timer: ReturnType<typeof setInterval> | undefined;
const flushThreshold = config.flushThreshold ?? 10;
const maxQueueSize = config.maxQueueSize ?? 100;
const deliver = config.delivery ?? (async (batch: Record<string, unknown>[]) => {
await fetch(POSTHOG_BATCH_URL, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ api_key: POSTHOG_API_KEY, batch }),
signal: AbortSignal.timeout(3_000),
});
});
async function flush(): Promise<void> {
if (!queue.length) return;
const batch = queue;
queue = [];
try {
await deliver(batch);
} catch {
// Telemetry must never affect plugin behavior.
}
}
function beforeExit(): void {
void flush();
}
function build(event: string, properties: Record<string, unknown> = {}): Record<string, unknown> | null {
if (!(config.enabled?.() ?? isTelemetryEnabled())) return null;
try {
const distinctId = typeof config.distinctId === "function" ? config.distinctId() : config.distinctId;
if (!distinctId) return null;
return {
event: config.eventName?.(event) ?? event,
distinct_id: distinctId,
properties: {
...safeProperties(properties),
...safeProperties(config.commonProperties ?? {}),
host: config.host,
source: config.source,
language: "node",
plugin_version: config.version,
node_version: process.version,
os: process.platform,
$process_person_profile: false,
$lib: "posthog-node",
},
};
} catch {
return null;
}
}
function capture(event: string, properties: Record<string, unknown> = {}): void {
try {
const payload = build(event, properties);
if (!payload) return;
queue.push(payload);
if (queue.length > maxQueueSize) queue = queue.slice(-maxQueueSize);
if (!timer) {
timer = setInterval(() => void flush(), config.flushIntervalMs ?? 5_000);
timer.unref?.();
process.on("beforeExit", beforeExit);
}
if (queue.length >= flushThreshold) void flush();
} catch {
// Telemetry must never affect plugin behavior.
}
}
function resetForTesting(): void {
queue = [];
if (timer) clearInterval(timer);
timer = undefined;
process.off("beforeExit", beforeExit);
}
return { build, capture, flush, resetForTesting, queueForTesting: () => queue };
}
@@ -1,39 +0,0 @@
import assert from "node:assert/strict";
import test from "node:test";
import {
MAX_OUTPUT_CHARS,
MAX_OUTPUT_LINES,
formatAddResult,
formatAge,
formatMemoryCompact,
formatMemoryList,
truncateOutput,
} from "../src/formatting.ts";
test("memory formatting preserves the existing compact host output", () => {
const now = Date.now();
assert.equal(formatAge(new Date(now - 30 * 60_000)), "30m ago");
assert.match(
formatMemoryCompact({ id: "abc", memory: "Dark mode", categories: ["preference"] }),
/^\[preference\] Dark mode \[mem0:abc\]$/,
);
assert.equal(formatMemoryList([]), "No memories found.");
assert.match(formatMemoryList([{ id: "1", memory: "A" }, { id: "2", memory: "B" }]), /^1\..*\n2\./);
});
test("write formatting handles pending, stored, and empty results", () => {
assert.equal(
formatAddResult({ eventId: "evt-9", status: "PENDING" }),
"Memory queued for background extraction (event evt-9); it will be searchable shortly.",
);
assert.match(formatAddResult([{ id: "1" }, { id: "2" }]), /^Stored 2 memories:/);
assert.equal(formatAddResult([]), "Memory stored.");
});
test("output truncation preserves small output and bounds large output", () => {
assert.equal(truncateOutput("a\nb"), "a\nb");
const many = Array.from({ length: MAX_OUTPUT_LINES + 1 }, (_, index) => `line ${index}`).join("\n");
assert.match(truncateOutput(many), /showing 200 of 201 lines/);
assert.match(truncateOutput("x".repeat(MAX_OUTPUT_CHARS + 1)), /cut at 50KB/);
});
@@ -1,18 +0,0 @@
import assert from "node:assert/strict";
import test from "node:test";
import { entityAddParams, entitySearchFilters, parseProjectFromRemote } from "../src/identity.ts";
test("parses common git remote forms", () => {
assert.equal(parseProjectFromRemote("git@github.com-work:mem0ai/mem0.git"), "mem0ai-mem0");
assert.equal(parseProjectFromRemote("https://github.com/mem0ai/mem0/"), "mem0ai-mem0");
assert.equal(parseProjectFromRemote("not-a-remote"), null);
assert.equal(parseProjectFromRemote(""), null);
});
test("entity filters trim overrides and preserve API casing", () => {
const params = { userId: " alice ", agentId: " agent ", runId: " " };
assert.deepEqual(entitySearchFilters(params, "default"), { user_id: "alice", agent_id: "agent" });
assert.deepEqual(entityAddParams(params, "default"), { userId: "alice", agentId: "agent" });
assert.deepEqual(entitySearchFilters({ userId: " " }, "default"), { user_id: "default" });
});
@@ -1,120 +0,0 @@
import assert from "node:assert/strict";
import test from "node:test";
import {
boundedText,
buildRecallContext,
createMemoryLifecycle,
extractConversation,
redactSecrets,
} from "../src/lifecycle.ts";
test("one lifecycle owns recall state and resets it for a new session", async () => {
const lifecycle = createMemoryLifecycle({ recallTimeoutMs: 50 });
const search = async () => ({ results: [{ id: "m1", memory: "Use pnpm" }] });
assert.match(await lifecycle.recall("package manager", true, search), /Use pnpm/);
assert.equal(await lifecycle.recall("package manager", true, search), "");
lifecycle.beginSession();
assert.match(await lifecycle.recall("package manager", true, search), /Use pnpm/);
});
test("one lifecycle owns capture preparation", () => {
const lifecycle = createMemoryLifecycle();
assert.deepEqual(
lifecycle.prepareConversation([
{ role: "user", content: "password=secret-value" },
{ role: "assistant", content: "Configured it" },
]),
[
{ role: "user", content: "password=[REDACTED]" },
{ role: "assistant", content: "Configured it" },
],
);
});
test("capture preserves long prompts and responses while redacting secrets", () => {
const lifecycle = createMemoryLifecycle();
const prompt = "Repository question. ".repeat(2000) + "Final requirement. api_key=hidden-user-secret";
const answer = "Repository answer. ".repeat(4000) + "Final detail. password=hidden-agent-secret";
assert.deepEqual(lifecycle.prepareConversation([
{ role: "user", content: prompt },
{ role: "assistant", content: [{ type: "text", text: answer }] },
]), [
{ role: "user", content: redactSecrets(prompt) },
{ role: "assistant", content: redactSecrets(answer) },
]);
assert.equal(lifecycle.prepareUserText(prompt), redactSecrets(prompt));
});
test("redacts Claude-equivalent credentials before content leaves the host", () => {
const privateKey = "-----BEGIN PRIVATE KEY-----\nsecret\n-----END PRIVATE KEY-----";
const input = [
"Authorization: Bearer top-secret-token",
"api_key=super-secret-value",
"password=hunter2",
"ghp_abcdefghijklmnopqrstuvwxyz123456",
privateKey,
].join("\n");
const output = redactSecrets(input);
assert.equal(output.includes("top-secret-token"), false);
assert.equal(output.includes("super-secret-value"), false);
assert.equal(output.includes("hunter2"), false);
assert.equal(output.includes("ghp_"), false);
assert.equal(output.includes("secret\n-----END"), false);
assert.match(output, /\[REDACTED\]/);
});
test("bounds redacted content and reports the omitted character count", () => {
assert.equal(boundedText(" abc ", 10), "abc");
assert.equal(boundedText("abcdefgh", 5), "abcde\n...[truncated 3 chars]");
});
test("normalizes and sanitizes user/assistant conversation content", () => {
const messages = [
{ role: "system", content: "ignored" },
{ role: "user", content: [{ type: "text", text: "token=m0-abcdefghijklmnop" }] },
{ role: "assistant", content: [{ type: "tool_use" }, { type: "text", text: "done" }] },
];
assert.deepEqual(extractConversation(messages), [
{ role: "user", content: "token=[REDACTED]" },
{ role: "assistant", content: "done" },
]);
});
test("recall is bounded, fail-open, and de-duplicates already injected memories", async () => {
const seen = new Set<string>(["old"]);
const search = async () => ({
results: [
{ id: "old", memory: "already shown" },
{ id: "new", memory: `api_key=hidden ${"x".repeat(100)}` },
],
});
const output = await buildRecallContext("what changed?", true, search, {
maxChars: 240,
seenIds: seen,
});
assert.equal(output.includes("already shown"), false);
assert.equal(output.includes("hidden"), false);
assert.ok(output.length <= 240);
assert.equal(seen.has("new"), true);
assert.equal(
await buildRecallContext("what changed?", true, async () => {
throw new Error("offline");
}),
"",
);
});
test("recall times out without blocking the host turn", async () => {
const never = () => new Promise<{ results?: unknown[] }>(() => {});
const started = Date.now();
assert.equal(await buildRecallContext("hello", true, never, { timeoutMs: 5 }), "");
assert.ok(Date.now() - started < 100);
});
@@ -1,44 +0,0 @@
import assert from "node:assert/strict";
import test from "node:test";
import { normalizeScope, resolveToolScope, scopeAddParams, scopeSearchFilters } from "../src/scoping.ts";
const context = { userId: "u", appId: "app", runId: "run" };
test("normalizes unknown scope to project", () => {
assert.equal(normalizeScope("session"), "session");
assert.equal(normalizeScope("global"), "global");
assert.equal(normalizeScope("invalid"), "project");
});
test("resolves project, session, and global search filters", () => {
assert.deepEqual(scopeSearchFilters("project", context), { user_id: "u", app_id: "app" });
assert.deepEqual(scopeSearchFilters("session", context), { user_id: "u", app_id: "app", run_id: "run" });
assert.deepEqual(scopeSearchFilters("global", context), { user_id: "u" });
});
test("resolves camel-case add params", () => {
assert.deepEqual(scopeAddParams("project", context), { userId: "u", appId: "app" });
assert.deepEqual(scopeAddParams("session", context), { userId: "u", appId: "app", runId: "run" });
assert.deepEqual(scopeAddParams("global", context), { userId: "u" });
});
test("rejects empty and wildcard identities before building filters or writes", () => {
for (const invalid of ["", " ", "*", "***"]) {
for (const scope of ["project", "session"] as const) {
for (const resolve of [scopeSearchFilters, scopeAddParams]) {
assert.throws(() => resolve(scope, { ...context, appId: invalid }), /appId/);
assert.throws(() => resolve(scope, { ...context, userId: invalid }), /userId/);
}
}
assert.throws(() => scopeSearchFilters("session", { ...context, runId: invalid }), /runId/);
}
});
test("tools cannot enable global scope without a user-configured global default", () => {
assert.throws(() => resolveToolScope("global", "project"), /Select global/);
assert.throws(() => resolveToolScope("global", "session"), /Select global/);
assert.equal(resolveToolScope("global", "global"), "global");
assert.equal(resolveToolScope("session", "project"), "session");
});
@@ -1,124 +0,0 @@
import assert from "node:assert/strict";
import test from "node:test";
import { createTelemetry, errorKind } from "../src/telemetry.ts";
test("telemetry preserves host names and strips sensitive properties", async () => {
const delivered: Record<string, unknown>[][] = [];
const telemetry = createTelemetry({
host: "deepseek",
source: "DEEPSEEK_HARNESS",
version: "1.2.3",
distinctId: "person",
delivery: async (batch) => {
delivered.push(batch);
},
});
telemetry.capture("deepseek.tool.search_memory", {
success: true,
query: "secret",
apiKey: "key",
cwd: "/private/repo",
repo_id: "raw-repo",
query_chars: 6,
});
await telemetry.flush();
telemetry.resetForTesting();
const event = delivered[0][0] as { event: string; properties: Record<string, unknown> };
assert.equal(event.event, "deepseek.tool.search_memory");
assert.deepEqual(event.properties, {
success: true,
query_chars: 6,
host: "deepseek",
source: "DEEPSEEK_HARNESS",
language: "node",
plugin_version: "1.2.3",
node_version: process.version,
os: process.platform,
$process_person_profile: false,
$lib: "posthog-node",
});
});
test("all false-like opt-out values suppress events", async () => {
const original = process.env.MEM0_TELEMETRY;
try {
for (const value of ["false", "0", "no", "OFF"]) {
process.env.MEM0_TELEMETRY = value;
let delivered = false;
const telemetry = createTelemetry({
host: "pi",
source: "PI_AGENT_PLUGIN",
version: "1",
distinctId: "person",
delivery: async () => {
delivered = true;
},
});
telemetry.capture("pi.test");
await telemetry.flush();
telemetry.resetForTesting();
assert.equal(delivered, false);
}
} finally {
if (original === undefined) delete process.env.MEM0_TELEMETRY;
else process.env.MEM0_TELEMETRY = original;
}
});
test("telemetry redacts secrets nested inside allowed properties", () => {
const secret = "sk-eval-12345678901234567890";
const telemetry = createTelemetry({
host: "pi",
source: "PI_AGENT_PLUGIN",
version: "1",
distinctId: "person",
});
const event = telemetry.build("pi.test", {
note: `failure contained ${secret}`,
details: { authorization: `Bearer ${secret}`, count: 2 },
});
telemetry.resetForTesting();
const serialized = JSON.stringify(event);
assert.equal(serialized.includes(secret), false);
assert.equal(serialized.includes("[REDACTED]"), true);
assert.equal((event?.properties as { details: { count: number } }).details.count, 2);
});
for (const key of ["password", "token", "secret", "authorization"]) {
test(`telemetry removes ${key} from nested list elements`, () => {
const secret = "sk-eval-12345678901234567890";
const telemetry = createTelemetry({
host: "pi",
source: "PI_AGENT_PLUGIN",
version: "1",
distinctId: "person",
});
const event = telemetry.build("pi.test", {
details: [
{ [key]: "plain-value", count: 2 },
{ nested: { [key.toUpperCase()]: "plain-value", ok: true } },
[`failure contained ${secret}`],
],
});
telemetry.resetForTesting();
assert.deepEqual((event?.properties as { details: unknown[] }).details, [
{ count: 2 },
{ nested: { ok: true } },
["failure contained [REDACTED]"],
]);
});
}
test("error classification does not expose messages", () => {
assert.equal(errorKind(new Error("429 secret query")), "rate-limited");
assert.equal(errorKind(new Error("401 key")), "auth");
assert.equal(errorKind(new Error("request timeout")), "timeout");
assert.equal(errorKind(new Error("fetch failed")), "network");
});
@@ -1,12 +0,0 @@
{
"compilerOptions": {
"target": "ES2022",
"module": "ES2022",
"moduleResolution": "bundler",
"strict": true,
"types": ["node"],
"allowImportingTsExtensions": true,
"noEmit": true
},
"include": ["src", "tests"]
}
@@ -1,100 +0,0 @@
#!/usr/bin/env python3
"""Detached remote checkpoint worker.
Claude Code may cancel SessionEnd hooks as a print-mode process exits. The hook
therefore persists its input first and launches this process in a new session.
"""
from __future__ import annotations
import json
import os
import sys
import time
from pathlib import Path
import telemetry
from memory_core import (
EvidenceStore,
checkpoint_session,
configure_harness,
touch_handoff_heartbeat,
)
def main() -> int:
if len(sys.argv) != 2:
return 2
handoff_path = Path(sys.argv[1])
os.environ["MEM0_CODE_HANDOFF_PATH"] = str(handoff_path)
harness = os.environ.get("MEM0_PLUGIN_HARNESS")
if harness:
source_tag = os.environ.get("MEM0_PLUGIN_SOURCE_TAG", "")
configure_harness(
harness,
env_prefix=os.environ.get("MEM0_PLUGIN_ENV_PREFIX", ""),
data_dir_name=os.environ.get("MEM0_PLUGIN_DATA_DIR_NAME", ""),
source_tag=source_tag,
)
telemetry.init(harness=harness, source_tag=source_tag.upper())
completed = False
try:
payload = json.loads(handoff_path.read_text(encoding="utf-8"))
delay = float(payload.get("delay_seconds") or 0)
if delay > 0:
payload.pop("delay_seconds", None)
temporary = handoff_path.with_suffix(f".{os.getpid()}.tmp")
try:
temporary.write_text(json.dumps(payload), encoding="utf-8")
temporary.replace(handoff_path)
finally:
temporary.unlink(missing_ok=True)
time.sleep(delay)
if not handoff_path.exists():
return 0
hook_input = payload.get("hook_input") or {}
reason = str(payload.get("reason") or "checkpoint")
wait_for_inflight = bool(payload.get("wait_for_inflight"))
store = EvidenceStore()
try:
if wait_for_inflight:
session_id = str(
hook_input.get("session_id") or "unknown-session"
)
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
deadline = time.monotonic() + float(
os.environ.get("MEM0_CODE_EXTRACTION_WAIT_SECONDS", "120")
)
while (
store.has_inflight_flush(repo.identity, session_id)
and time.monotonic() < deadline
):
touch_handoff_heartbeat()
time.sleep(0.25)
# Hooks capture the conversation before handoff; the worker only flushes it.
result = checkpoint_session(store, hook_input, reason)
print(json.dumps(result, sort_keys=True), flush=True)
completed = result.get("status") in {
"semantic-succeeded",
"explicitly-stored",
"nothing-to-flush",
}
finally:
store.close()
return 0
finally:
telemetry.flush()
if completed:
try:
handoff_path.unlink()
except OSError:
pass
elif handoff_path.suffix == ".running":
try:
handoff_path.replace(handoff_path.with_suffix(".json"))
except OSError:
pass
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,372 +0,0 @@
"""Shared hook orchestration for all Mem0 agent plugins."""
from __future__ import annotations
import argparse
import hashlib
import json
import os
import subprocess
import sys
import time
import uuid
from pathlib import Path
import telemetry
from memory_core import (
EvidenceStore,
_session_id,
api_key,
bounded,
cache_plugin_api_key,
checkpoint_session,
clear_stale_api_key_cache,
configure_harness,
data_dir,
detached_process_kwargs,
format_context,
harness_config,
record_session_start,
record_tool,
record_user_prompt,
redact,
search_memories,
)
STALE_RUNNING_SECONDS = 300
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
PENDING_LAUNCH_LIMIT = 5
DEFAULT_IDLE_FLUSH_SECONDS = 300
_core_dir: Path = Path(__file__).resolve().parent
def read_hook_input() -> dict:
try:
value = json.load(sys.stdin)
return value if isinstance(value, dict) else {}
except (json.JSONDecodeError, OSError):
return {}
def default_record_stop(store: EvidenceStore, hook_input: dict):
"""Record the assistant's response without transcript parsing."""
session_id = _session_id(hook_input)
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
message = redact(hook_input.get("last_assistant_message", "")).strip()
if message:
store.record_assistant_response(repo, session_id, message)
return repo, session_id
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
"""Search once before the agent handles the first prompt in a session."""
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
if not is_first_prompt:
return {}
try:
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
except ValueError:
minimum_query_chars = 20
if len(prompt.strip()) < max(minimum_query_chars, 1):
return {}
result = search_memories(
store, repo, session_id, bounded(prompt, 6000),
top_k=5, operation="first-prompt-search", timeout=2,
)
if not result.memories:
return {}
context = format_context(
result.memories,
"Mem0 found these relevant memories from earlier work in this repository:",
)
telemetry.record(
"context_injected",
repo=repo, session_id=session_id, trigger="first-prompt",
memory_count=len(result.memories), context_chars=len(context),
prompt_chars=len(prompt),
)
return {
"hookSpecificOutput": {
"hookEventName": "UserPromptSubmit",
"additionalContext": context,
},
}
def _launch_handoff(handoff_path: Path) -> bool:
running_path = handoff_path.with_suffix(".running")
try:
handoff_path.replace(running_path)
except OSError:
return False
worker = _core_dir / "flush_worker.py"
log_path = data_dir() / "flush-worker.log"
log_handle = open(log_path, "a", encoding="utf-8")
harness = harness_config()
child_env = os.environ.copy()
child_env.update(
{
"MEM0_CODE_DATA_DIR": str(data_dir()),
"MEM0_PLUGIN_HARNESS": harness["name"],
"MEM0_PLUGIN_ENV_PREFIX": harness["env_prefix"],
"MEM0_PLUGIN_DATA_DIR_NAME": harness["data_dir_name"],
"MEM0_PLUGIN_SOURCE_TAG": harness["source_tag"],
}
)
try:
subprocess.Popen(
[sys.executable, str(worker), str(running_path)],
stdin=subprocess.DEVNULL,
stdout=log_handle, stderr=log_handle,
close_fds=True,
env=child_env,
**detached_process_kwargs(),
)
finally:
log_handle.close()
return True
def recover_pending_handoffs() -> int:
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
now = time.time()
for running in pending_dir.glob("*.running"):
try:
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
running.replace(running.with_suffix(".json"))
except OSError:
continue
recoverable = []
for handoff in pending_dir.glob("*.json"):
try:
age = now - handoff.stat().st_mtime
except OSError:
continue
if age > PENDING_EXPIRY_SECONDS:
handoff.unlink(missing_ok=True)
continue
recoverable.append((age, handoff))
recoverable.sort(key=lambda item: item[0], reverse=True)
launched = 0
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
launched += int(_launch_handoff(handoff))
return launched
def refresh_pending_handoffs() -> None:
pending_dir = data_dir() / "pending"
if not pending_dir.is_dir():
return
for pattern in ("*.json", "*.running"):
for handoff in pending_dir.glob(pattern):
try:
os.utime(handoff)
except OSError:
continue
def hand_off_flush(
hook_input: dict, reason: str, *, wait_for_inflight: bool = False,
) -> None:
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
material = (
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
)
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
temporary_path = handoff_path.with_suffix(".tmp")
temporary_path.write_text(
json.dumps({
"hook_input": hook_input,
"reason": reason,
"wait_for_inflight": wait_for_inflight,
}),
encoding="utf-8",
)
temporary_path.replace(handoff_path)
_launch_handoff(handoff_path)
def automatic_flush_enabled() -> bool:
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
"1", "true", "yes", "on",
}
def schedule_periodic_checkpoint(
store: EvidenceStore, hook_input: dict, repo, session_id: str,
) -> bool:
if (
not automatic_flush_enabled()
or not api_key()
or not store.checkpoint_due(repo.identity, session_id)
):
return False
if store.prepare_flush(repo, session_id, "periodic") is None:
return False
hand_off_flush(hook_input, "periodic")
return True
def _idle_flush_seconds() -> int:
try:
return max(
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
0,
)
except ValueError:
return DEFAULT_IDLE_FLUSH_SECONDS
def schedule_idle_flush(
store: EvidenceStore, hook_input: dict, repo, session_id: str,
) -> bool:
delay = _idle_flush_seconds()
if delay <= 0 or not automatic_flush_enabled() or not api_key():
return False
if store.has_inflight_flush(repo.identity, session_id):
return False
if not store.has_unflushed_events(repo.identity, session_id):
return False
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
for old in pending_dir.glob(f"idle-{digest}*"):
old.unlink(missing_ok=True)
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
temporary_path = handoff_path.with_suffix(".tmp")
temporary_path.write_text(
json.dumps({
"hook_input": hook_input,
"reason": "idle",
"delay_seconds": delay,
}),
encoding="utf-8",
)
temporary_path.replace(handoff_path)
_launch_handoff(handoff_path)
return True
def log_failure(exc: Exception) -> None:
try:
log_path = data_dir() / "plugin-errors.log"
with log_path.open("a", encoding="utf-8") as handle:
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
except OSError:
pass
def run(
*,
record_stop_fn=None,
extra_actions: dict | None = None,
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
automatic_flush_reasons: set | None = None,
) -> int:
if record_stop_fn is None:
record_stop_fn = default_record_stop
if automatic_flush_reasons is None:
automatic_flush_reasons = {"session-end"}
base_actions = ["session-start", "user-prompt", "post-tool", "stop", "flush"]
all_actions = base_actions + list((extra_actions or {}).keys())
parser = argparse.ArgumentParser()
parser.add_argument("action", choices=all_actions)
parser.add_argument("--reason", default="manual")
parser.add_argument("--plugin-data-dir", default="")
parser.add_argument("--harness", default="")
args = parser.parse_args()
if args.harness:
configure_harness(args.harness)
telemetry.init(harness=args.harness)
if args.plugin_data_dir:
os.environ[data_dir_env] = args.plugin_data_dir
cache_plugin_api_key()
if args.action == "session-start":
clear_stale_api_key_cache()
hook_input = read_hook_input()
store = EvidenceStore()
try:
if store.is_paused():
if args.action == "session-start":
refresh_pending_handoffs()
telemetry.record("session_start", paused=True)
telemetry.spawn_flush()
return 0
if args.action == "session-start":
if telemetry.is_first_run():
telemetry.record("install")
recovered = recover_pending_handoffs()
record_session_start(store, hook_input)
if recovered:
telemetry.record("handoff_recovered", count=recovered)
telemetry.spawn_flush()
elif args.action == "user-prompt":
output = first_prompt_memory_output(store, hook_input)
if output:
print(json.dumps(output))
elif args.action == "post-tool":
record_tool(store, hook_input)
elif args.action == "stop":
repo, session_id = record_stop_fn(store, hook_input)
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
schedule_idle_flush(store, hook_input, repo, session_id)
elif args.action == "flush":
automatic = args.reason in automatic_flush_reasons
if automatic and not automatic_flush_enabled():
return 0
if args.reason == "session-end":
record_stop_fn(store, hook_input)
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
else:
session_id = str(hook_input.get("session_id") or "unknown-session")
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
already_running = store.has_inflight_flush(repo.identity, session_id)
if already_running and args.reason == "session-end":
hand_off_flush(hook_input, args.reason, wait_for_inflight=True)
elif not already_running and store.prepare_flush(
repo, session_id, args.reason,
) is not None:
hand_off_flush(hook_input, args.reason)
elif extra_actions and args.action in extra_actions:
result = extra_actions[args.action](store, hook_input)
if result:
print(json.dumps(result))
finally:
store.close()
return 0
def entry_point(
*,
record_stop_fn=None,
extra_actions: dict | None = None,
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
automatic_flush_reasons: set | None = None,
) -> None:
try:
raise SystemExit(run(
record_stop_fn=record_stop_fn,
extra_actions=extra_actions,
data_dir_env=data_dir_env,
automatic_flush_reasons=automatic_flush_reasons,
))
except Exception as exc:
log_failure(exc)
raise SystemExit(0)
if __name__ == "__main__":
entry_point()
@@ -1,247 +0,0 @@
#!/usr/bin/env python3
"""Expose Mem0's memory search as one local coding-agent tool."""
from __future__ import annotations
import json
import os
import sys
from typing import Any
import telemetry
from memory_core import (
CODING_MEMORY_CATEGORY_NAMES,
PLUGIN_VERSION,
SEARCH_SCOPES,
format_search_result,
resolve_repo,
search_memories,
)
PROTOCOL_VERSION = "2024-11-05"
TOOL_NAME = "search_memories"
TOOL_DESCRIPTION = (
"Search memories from earlier work in this repository. ALWAYS call this "
"tool before answering anything that could depend on prior context: the "
"user's preferences, facts about this codebase, history, people, projects, "
"or earlier decisions. Do not rely on the chat window alone. The "
"repository's memory is shared by everyone who works in it and includes "
"what it took to run, test, or build here, so search before assuming an "
"invocation works. The scope argument changes what is searched: 'repo' "
"(default) is the whole repository's shared memory plus your own "
"preferences, 'dir' narrows the shared part to the directory you are "
"working in, and 'mine' is your preferences alone."
)
TOOL_SCHEMA = {
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 2000,
"description": "A direct question about earlier work in this repository.",
},
"top_k": {
"type": "integer",
"minimum": 1,
"maximum": 20,
"description": "Maximum memories to return. Uses Mem0's configured default when omitted.",
},
"category": {
"type": "string",
"enum": list(CODING_MEMORY_CATEGORY_NAMES),
"description": "Optional memory category. Omit to search every category.",
},
"scope": {
"type": "string",
"enum": list(SEARCH_SCOPES),
"description": (
"Which memories to search. 'repo' (default) is the whole repository's "
"shared memory plus your own preferences, 'dir' narrows the shared "
"part to the current directory, 'mine' is your preferences alone."
),
},
"run_id": {
"type": "string",
"minLength": 1,
"description": (
"Optional coding-agent session ID. With any scope, restricts results to memories "
"saved in that session. Omit to recall memories across sessions."
),
},
},
"required": ["query"],
"additionalProperties": False,
}
class ToolInputError(ValueError):
pass
def _validate_arguments(
arguments: Any,
) -> tuple[str, int | None, str | None, str | None, str | None]:
if not isinstance(arguments, dict):
raise ToolInputError("Search arguments must be an object.")
unknown = set(arguments) - {"query", "top_k", "category", "scope", "run_id"}
if unknown:
raise ToolInputError(f"Unknown search argument: {sorted(unknown)[0]}")
query = arguments.get("query")
if not isinstance(query, str) or not query.strip():
raise ToolInputError("query must be a non-empty string.")
query = query.strip()
if len(query) > 2000:
raise ToolInputError("query must be at most 2,000 characters.")
top_k = arguments.get("top_k")
if top_k is not None and (
isinstance(top_k, bool) or not isinstance(top_k, int) or not 1 <= top_k <= 20
):
raise ToolInputError("top_k must be an integer from 1 to 20.")
category = arguments.get("category")
if category is not None and category not in CODING_MEMORY_CATEGORY_NAMES:
raise ToolInputError("category must be one of Mem0's supported categories.")
scope = arguments.get("scope")
if scope is not None and scope not in SEARCH_SCOPES:
raise ToolInputError(f"scope must be one of {list(SEARCH_SCOPES)}.")
run_id = arguments.get("run_id")
if run_id is not None:
if not isinstance(run_id, str) or not run_id.strip():
raise ToolInputError("run_id must be a non-empty string.")
run_id = run_id.strip()
return query, top_k, category, scope, run_id
def call_search_memories(arguments: Any, cwd: str | None = None) -> str:
query, top_k, category, scope, run_id = _validate_arguments(arguments)
repo = resolve_repo(cwd or os.environ.get("CLAUDE_PROJECT_DIR") or os.getcwd())
result = search_memories(
None,
repo,
None,
query,
top_k=top_k,
category=category,
scope=scope,
run_id=run_id,
operation="mcp-search",
)
return format_search_result(result)
def _workspace_cwd(params: dict[str, Any]) -> str | None:
meta = params.get("_meta")
if not isinstance(meta, dict):
return None
metadata = meta.get("x-codex-turn-metadata")
if not isinstance(metadata, dict):
return None
workspaces = metadata.get("workspaces") or {}
if isinstance(workspaces, dict):
return next((path for path in workspaces if isinstance(path, str) and path), None)
return None
def _tool_response(text: str, *, is_error: bool = False) -> dict[str, Any]:
return {
"content": [{"type": "text", "text": text}],
"isError": is_error,
}
def handle_request(message: Any) -> dict[str, Any] | None:
if not isinstance(message, dict):
return None
request_id = message.get("id")
method = message.get("method")
if method == "notifications/initialized":
return None
if method == "initialize":
requested = (message.get("params") or {}).get("protocolVersion")
return {
"jsonrpc": "2.0",
"id": request_id,
"result": {
"protocolVersion": requested or PROTOCOL_VERSION,
"capabilities": {"tools": {"listChanged": False}},
"serverInfo": {"name": "mem0", "version": PLUGIN_VERSION},
},
}
if method == "ping":
return {"jsonrpc": "2.0", "id": request_id, "result": {}}
if method == "tools/list":
return {
"jsonrpc": "2.0",
"id": request_id,
"result": {
"tools": [
{
"name": TOOL_NAME,
"description": TOOL_DESCRIPTION,
"inputSchema": TOOL_SCHEMA,
"annotations": {
"readOnlyHint": True,
"idempotentHint": True,
"openWorldHint": True,
},
}
]
},
}
if method == "tools/call":
params = message.get("params") or {}
if params.get("name") != TOOL_NAME:
result = _tool_response("Unknown Mem0 tool.", is_error=True)
else:
try:
result = _tool_response(
call_search_memories(params.get("arguments"), _workspace_cwd(params))
)
except ToolInputError as exc:
result = _tool_response(str(exc), is_error=True)
except Exception:
result = _tool_response("Memory search failed.", is_error=True)
return {"jsonrpc": "2.0", "id": request_id, "result": result}
if request_id is None:
return None
return {
"jsonrpc": "2.0",
"id": request_id,
"error": {"code": -32601, "message": "Method not found"},
}
def main() -> int:
for raw_line in sys.stdin:
try:
message = json.loads(raw_line)
response = handle_request(message)
except json.JSONDecodeError:
response = {
"jsonrpc": "2.0",
"id": None,
"error": {"code": -32700, "message": "Parse error"},
}
except Exception:
response = {
"jsonrpc": "2.0",
"id": None,
"error": {"code": -32603, "message": "Internal error"},
}
if response is not None:
sys.stdout.write(json.dumps(response, separators=(",", ":")) + "\n")
sys.stdout.flush()
telemetry.spawn_flush()
return 0
if __name__ == "__main__":
raise SystemExit(main())
@@ -1,154 +0,0 @@
#!/usr/bin/env python3
"""Mem0 diagnostics and user controls."""
from __future__ import annotations
import argparse
import json
import os
import telemetry
from memory_core import (
EvidenceStore,
api_key,
configure_harness,
data_dir,
doctor,
forget_remote_repo,
resolve_repo,
user_id,
)
def _print_status(value: dict) -> None:
last = value.get("last_operation") or {}
print(f"Mem0: {'paused' if value['paused'] else 'active'}")
print(f"Repository: {value['repo_id']}")
print(f"Local data: {value['data_dir']}")
print(f"API key: {'configured' if value['api_key_configured'] else 'missing'}")
print(
"Saved on this computer: "
f"{value['events']} session details, {value['flushes']} memory updates"
)
print(
f"Used in this repository: {value['retrievals']} memories returned, "
f"{value['subagent_runs']} subagent runs"
)
if last:
item_label = ""
if last["operation"] in {"flush", "flush-retry"}:
item_label = f", {last['item_count']} memories"
operation = (
"memory update"
if last["operation"] in {"flush", "flush-retry"}
else last["operation"].replace("-", " ")
)
print(
f"Last {operation}: "
f"{'succeeded' if last['success'] else 'failed'} "
f"({last['duration_ms']:.1f} ms{item_label})"
)
subagent = value.get("last_subagent") or {}
if subagent:
state = "finished" if subagent.get("stopped_at") else "started"
print(
"Last subagent: "
f"{state}, received {subagent['context_chars']} characters of memory, "
f"agent {subagent['agent_id']}"
)
def main() -> int:
parser = argparse.ArgumentParser()
parser.add_argument("--plugin-data-dir", default="")
parser.add_argument("--harness", default="")
subparsers = parser.add_subparsers(dest="command", required=True)
status = subparsers.add_parser("status")
status.add_argument("--json", action="store_true")
doctor_parser = subparsers.add_parser("doctor")
doctor_parser.add_argument("--json", action="store_true")
subparsers.add_parser("pause")
subparsers.add_parser("resume")
forget = subparsers.add_parser("forget")
forget.add_argument("--remote", action="store_true")
forget.add_argument("--yes", action="store_true")
forget.add_argument("--include-project-memory", action="store_true")
args = parser.parse_args()
if args.harness:
source_tag = f"{args.harness.replace('-', '_')}_plugin"
configure_harness(args.harness, source_tag=source_tag)
telemetry.init(harness=args.harness, source_tag=source_tag.upper())
if args.plugin_data_dir:
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
store = EvidenceStore()
try:
repo = resolve_repo(os.getcwd())
telemetry.record("control", repo=repo, action=args.command)
if args.command == "status":
result = {
**store.status(repo.identity),
"repo_id": repo.identity,
"app_id": repo.app_id,
"project_id": repo.project_id,
"directory": repo.directory,
"user_id": user_id(),
"data_dir": str(data_dir()),
"api_key_configured": bool(api_key()),
}
if args.json:
print(json.dumps(result, indent=2, default=str))
else:
_print_status(result)
elif args.command == "doctor":
result = doctor(os.getcwd())
if args.json:
print(json.dumps(result, indent=2, default=str))
else:
for name, check in result["checks"].items():
print(
f"{'PASS' if check['ok'] else 'FAIL'} {name}: {check['detail']}"
)
return 0 if result["ok"] else 1
elif args.command == "pause":
store.set_setting("paused", "true")
print("Mem0 stopped saving and searching memories.")
elif args.command == "resume":
store.set_setting("paused", "false")
print("Mem0 resumed saving and searching memories.")
elif args.command == "forget":
if not args.yes:
print(
"Refusing to delete data without --yes. Add --remote to also "
"delete this user/repository scope from Mem0."
)
return 2
remote_result = (
forget_remote_repo(
repo, include_project_memory=args.include_project_memory
)
if args.remote
else None
)
local_result = store.forget_local_repo(repo.identity)
print(
json.dumps(
{"local": local_result, "remote": remote_result},
indent=2,
default=str,
)
)
if remote_result and remote_result.get("status") == "error":
return 1
finally:
store.close()
telemetry.spawn_flush()
return 0
if __name__ == "__main__":
raise SystemExit(main())
File diff suppressed because it is too large Load Diff
@@ -1,397 +0,0 @@
#!/usr/bin/env python3
"""Anonymous usage telemetry for Mem0 agent plugins.
Hooks run on a 3-6 second budget and fire on every tool call, so recording never
touches the network: `record` appends one JSON line to a local spool and returns.
A detached `python3 telemetry.py` drains the spool in one batched PostHog request,
started once per session and again from the flush worker that is already detached.
Pure stdlib, matching the rest of the plugin. Opt out with MEM0_TELEMETRY=false.
Never sends prompts, memory text, queries, file paths, repository names, or API
keys: only event names, durations, counts, coarse outcomes, and salted hashes.
"""
from __future__ import annotations
import hashlib
import json
import os
import platform
import subprocess
import sys
import time
import urllib.error
import urllib.request
import uuid
from pathlib import Path
from typing import Any
import memory_core
_harness: str = "generic"
_source_tag: str = "MEM0_PLUGIN"
_PRIVATE_KEYS = {
"apikey",
"authorization",
"password",
"query",
"secret",
"prompt",
"token",
"text",
"memory",
"message",
"error",
"path",
"cwd",
"userid",
"agentid",
"runid",
"repoid",
"repositoryid",
"projectid",
"appid",
"filters",
}
def init(harness: str = "generic", source_tag: str = "") -> None:
global _harness, _source_tag
_harness = harness
_source_tag = source_tag or f"MEM0_{harness.upper().replace('-', '_')}_PLUGIN"
POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
POSTHOG_CAPTURE_URL = "https://us.i.posthog.com/i/v0/e/"
POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/"
EVENT_PREFIX = "code"
SPOOL_LIMIT_BYTES = 256 * 1024
BATCH_SIZE = 100
SEND_TIMEOUT = 5
CLAIM_STALE_SECONDS = 120
CLAIM_EXPIRY_SECONDS = 7 * 24 * 60 * 60
def is_enabled() -> bool:
"""Whether telemetry is switched on for this process."""
return os.environ.get("MEM0_TELEMETRY", "true").strip().lower() not in {
"false",
"0",
"no",
"off",
}
def _digest(value: str, length: int = 16) -> str:
return hashlib.sha256(value.encode("utf-8")).hexdigest()[:length]
def _safe_value(value: Any) -> Any:
if isinstance(value, str):
return memory_core.redact(value)
if isinstance(value, dict):
return {
key: _safe_value(item)
for key, item in value.items()
if "".join(character for character in str(key).lower() if character.isalnum())
not in _PRIVATE_KEYS
}
if isinstance(value, (list, tuple)):
return [_safe_value(item) for item in value]
if value is None or isinstance(value, (bool, int, float)):
return value
return memory_core.redact(value)
def _spool_path() -> Path:
return memory_core.data_dir() / "telemetry.jsonl"
def _identity_path() -> Path:
return memory_core.data_dir() / "telemetry-identity.json"
def _read_identity() -> dict[str, str]:
try:
value = json.loads(_identity_path().read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return {}
return value if isinstance(value, dict) else {}
def _write_identity(identity: dict[str, str]) -> None:
path = _identity_path()
temporary = path.with_suffix(f".{os.getpid()}.tmp")
try:
path.parent.mkdir(parents=True, exist_ok=True)
temporary.write_text(json.dumps(identity), encoding="utf-8")
temporary.replace(path)
except OSError:
try:
temporary.unlink()
except OSError:
pass
def anonymous_id(identity: dict[str, str] | None = None) -> str:
"""Per-machine anonymous identifier, created and persisted on first use."""
identity = _read_identity() if identity is None else identity
existing = identity.get("anonymous_id")
if existing:
return existing
created = f"code-anon-{uuid.uuid4().hex}"
identity["anonymous_id"] = created
_write_identity(identity)
return created
def is_first_run() -> bool:
"""Whether this machine has never recorded a plugin event before."""
return not _identity_path().exists()
def record(
event: str,
*,
repo: Any = None,
session_id: str | None = None,
**properties: Any,
) -> None:
"""Append one event to the local spool. Never blocks and never raises."""
if not is_enabled():
return
try:
spool = _spool_path()
try:
if spool.stat().st_size > SPOOL_LIMIT_BYTES:
return
except OSError:
pass
properties = _safe_value(properties)
properties.update(
harness=_harness,
plugin_version=memory_core.PLUGIN_VERSION,
os=sys.platform,
python_version=platform.python_version(),
)
if repo is not None:
properties["repo_hash"] = _digest(getattr(repo, "identity", ""))
if session_id:
properties["session_hash"] = _digest(session_id)
line = json.dumps(
{
"event": f"{EVENT_PREFIX}.{event}",
"timestamp": memory_core.utc_now(),
"properties": {
key: value for key, value in properties.items() if value is not None
},
},
separators=(",", ":"),
default=str,
)
spool.parent.mkdir(parents=True, exist_ok=True)
with spool.open("a", encoding="utf-8") as handle:
handle.write(line + "\n")
except Exception:
pass
def error_kind(exc: BaseException | str) -> str:
"""Coarse, content-free label for a failure, safe to send."""
text = exc if isinstance(exc, str) else f"{type(exc).__name__}: {exc}"
lowered = text.lower()
if "timed out" in lowered or "timeout" in lowered:
return "timeout"
if "401" in lowered or "403" in lowered or "unauthor" in lowered or "forbidden" in lowered:
return "auth"
if "429" in lowered or "rate limit" in lowered:
return "rate-limited"
if any(code in lowered for code in ("500", "502", "503", "504")):
return "server-error"
if "400" in lowered or "422" in lowered:
return "bad-request"
if isinstance(exc, str):
return "other"
if isinstance(exc, urllib.error.URLError):
return "network"
return type(exc).__name__
def spawn_flush() -> bool:
"""Start the detached sender that drains the spool."""
if not is_enabled():
return False
try:
if not _spool_path().exists() and not any(
memory_core.data_dir().glob("telemetry-*.sending")
):
return False
subprocess.Popen(
[sys.executable, str(Path(__file__).resolve())],
stdin=subprocess.DEVNULL,
stdout=subprocess.DEVNULL,
stderr=subprocess.DEVNULL,
close_fds=True,
**memory_core.detached_process_kwargs(),
)
return True
except Exception:
return False
def _claim_spool() -> Path | None:
"""Rename the spool aside so exactly one sender owns each batch."""
directory = memory_core.data_dir()
claim = directory / f"telemetry-{os.getpid()}-{uuid.uuid4().hex[:8]}.sending"
spool = _spool_path()
try:
spool.replace(claim)
return claim
except OSError:
pass
now = time.time()
for orphan in sorted(directory.glob("telemetry-*.sending")):
try:
age = now - orphan.stat().st_mtime
except OSError:
continue
if age > CLAIM_EXPIRY_SECONDS:
try:
orphan.unlink()
except OSError:
pass
continue
if age < CLAIM_STALE_SECONDS:
continue
try:
orphan.replace(claim)
return claim
except OSError:
continue
return None
def _resolve_email(key: str) -> str:
"""Trade the API key for the account email so events join other Mem0 surfaces."""
url = os.environ.get("MEM0_API_URL", memory_core.DEFAULT_API_URL).rstrip("/") + "/v1/ping/"
request = urllib.request.Request(
url, headers={"Authorization": f"Token {key}", "Content-Type": "application/json"}
)
try:
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT) as response:
payload = json.loads(response.read().decode("utf-8"))
except Exception:
return ""
email = payload.get("user_email") if isinstance(payload, dict) else ""
return email if isinstance(email, str) else ""
def _post(payload: dict[str, Any], url: str) -> bool:
request = urllib.request.Request(
url,
data=json.dumps(payload, default=str).encode("utf-8"),
headers={"Content-Type": "application/json"},
)
try:
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT):
return True
except Exception:
return False
def resolve_distinct_id() -> tuple[str, str]:
"""Return the PostHog distinct id and the anonymous id it replaced, if any."""
identity = _read_identity()
email = identity.get("email", "")
if email:
return email, ""
key = memory_core.api_key()
if not key:
return anonymous_id(identity), ""
email = _resolve_email(key)
if not email:
return anonymous_id(identity), ""
previous = identity.get("anonymous_id", "")
identity["email"] = email
_write_identity(identity)
return email, previous
def flush() -> int:
"""Drain claimed spools to PostHog and return the number of events sent."""
if not is_enabled():
return 0
claim = _claim_spool()
if claim is None:
return 0
try:
lines = claim.read_text(encoding="utf-8").splitlines()
except OSError:
return 0
events = []
for line in lines:
try:
value = json.loads(line)
except json.JSONDecodeError:
continue
if isinstance(value, dict) and value.get("event"):
events.append(value)
if not events:
try:
claim.unlink()
except OSError:
pass
return 0
distinct_id, aliased_anonymous_id = resolve_distinct_id()
if aliased_anonymous_id:
_post(
{
"api_key": POSTHOG_API_KEY,
"event": "$identify",
"distinct_id": distinct_id,
"properties": {
"$anon_distinct_id": aliased_anonymous_id,
"$lib": "posthog-python",
},
},
POSTHOG_CAPTURE_URL,
)
sent = 0
for start in range(0, len(events), BATCH_SIZE):
batch = [
{
"event": event["event"],
"distinct_id": distinct_id,
"timestamp": event.get("timestamp"),
"properties": {
"source": _source_tag,
"language": "python",
"$process_person_profile": False,
"$lib": "posthog-python",
**(event.get("properties") or {}),
},
}
for event in events[start : start + BATCH_SIZE]
]
if not _post({"api_key": POSTHOG_API_KEY, "batch": batch}, POSTHOG_BATCH_URL):
return sent
sent += len(batch)
try:
claim.unlink()
except OSError:
pass
return sent
def main() -> int:
flush()
return 0
if __name__ == "__main__":
try:
raise SystemExit(main())
except Exception:
raise SystemExit(0)
@@ -1,18 +0,0 @@
{
"mem0": {
"PreInvocation": [
{ "type": "command", "command": "python3 ./hooks/adapter.py PreInvocation", "timeout": 5 }
],
"PostToolUse": [
{
"matcher": "*",
"hooks": [
{ "type": "command", "command": "python3 ./hooks/adapter.py PostToolUse", "timeout": 3 }
]
}
],
"Stop": [
{ "type": "command", "command": "python3 ./hooks/adapter.py Stop", "timeout": 5 }
]
}
}
@@ -1,163 +0,0 @@
#!/usr/bin/env python3
"""Translate Antigravity hooks into the shared Mem0 runtime."""
from __future__ import annotations
import contextlib
import io
import json
import os
import re
import sys
from pathlib import Path
HERE = Path(__file__).resolve()
BUNDLED_CORE = HERE.parent.parent / "core"
CORE = BUNDLED_CORE if BUNDLED_CORE.is_dir() else HERE.parents[2] / "core" / "python"
sys.path.insert(0, str(CORE))
import hook_runner # noqa: E402
import telemetry # noqa: E402
from memory_core import ( # noqa: E402
configure_harness,
record_tool,
redact,
)
def _read_transcript(path: str) -> list[dict[str, str]]:
messages = []
try:
with open(path, encoding="utf-8") as transcript:
for line in transcript:
try:
step = json.loads(line)
except json.JSONDecodeError:
continue
content = step.get("content")
if not isinstance(content, str) or step.get("status") != "DONE":
continue
if step.get("type") == "USER_INPUT":
match = re.search(r"<USER_REQUEST>\s*(.*?)\s*</USER_REQUEST>", content, re.DOTALL)
messages.append({"role": "user", "content": redact(match.group(1) if match else content).strip()})
elif step.get("source") == "MODEL" and step.get("type") == "PLANNER_RESPONSE":
messages.append({"role": "assistant", "content": redact(content).strip()})
except (OSError, TypeError):
pass
return messages
def _transcript_messages(path: str) -> tuple[str, str]:
messages = _read_transcript(path)
return tuple(next((m["content"] for m in reversed(messages) if m["role"] == role), "")
for role in ("user", "assistant"))
def _record_stop(store, payload):
session_id = str(payload.get("session_id") or "unknown-session")
repo = store.repo_for_session(session_id, payload.get("cwd"))
path = str(payload.get("transcript_path") or "")
messages = _read_transcript(path)
if not messages:
return hook_runner.default_record_stop(store, payload)
with store.conn:
store.conn.execute("BEGIN IMMEDIATE")
previous = store.latest_event_payload(repo.identity, session_id, "assistant_stop")
offset = previous.get("transcript_count", 0) if previous.get("transcript_path") == path else 0
if not isinstance(offset, int) or not 0 <= offset <= len(messages):
offset = 0
if messages[offset:]:
store.record_event(repo, session_id, "assistant_stop", {
"transcript_messages": messages[offset:],
"transcript_count": len(messages),
"transcript_path": path,
})
return repo, session_id
def normalize(payload: dict) -> dict:
value = dict(payload)
value.setdefault("session_id", value.get("conversationId", ""))
workspaces = value.get("workspacePaths") or []
cwd = workspaces[0] if workspaces else os.environ.get("MEM0_CWD", "").strip()
if cwd:
value.setdefault("cwd", cwd)
value.setdefault("transcript_path", value.get("transcriptPath", ""))
prompt, assistant = _transcript_messages(value["transcript_path"])
if prompt:
value.setdefault("prompt", prompt)
if assistant:
value.setdefault("last_assistant_message", assistant)
tool_call = value.get("toolCall") or {}
if isinstance(tool_call, dict):
value.setdefault("tool_name", tool_call.get("name", ""))
value.setdefault("tool_input", tool_call.get("args", {}))
if value.get("error"):
value.setdefault("tool_response", value["error"])
return value
def _record_failure(store, payload):
return record_tool(store, payload, failed=True)
def _run_shared(arguments: list[str], payload: dict) -> tuple[int, str]:
sys.argv = [sys.argv[0], *arguments]
sys.stdin = io.StringIO(json.dumps(payload))
output = io.StringIO()
with contextlib.redirect_stdout(output):
result = hook_runner.run(
record_stop_fn=_record_stop,
extra_actions={"post-tool-failure": _record_failure},
automatic_flush_reasons={"session-end"},
)
return result, output.getvalue()
def main() -> int:
if len(sys.argv) != 2 or sys.argv[1] not in {"PreInvocation", "PostToolUse", "Stop"}:
return 2
event = sys.argv[1]
try:
raw = json.load(sys.stdin)
except (json.JSONDecodeError, OSError):
raw = {}
payload = normalize(raw if isinstance(raw, dict) else {})
if not payload.get("cwd"):
output = {"injectSteps": []} if event == "PreInvocation" else {}
if event == "Stop":
output = {"decision": "allow"}
print(json.dumps(output))
return 0
configure_harness("antigravity", data_dir_name="antigravity-plugin", source_tag="antigravity_plugin")
telemetry.init(harness="antigravity", source_tag="ANTIGRAVITY_PLUGIN")
if event == "PreInvocation":
if payload.get("invocationNum") != 0:
print(json.dumps({"injectSteps": []}))
return 0
_run_shared(["session-start"], payload)
result, output = _run_shared(["user-prompt"], payload)
context = ""
for line in output.splitlines():
try:
context = json.loads(line)["hookSpecificOutput"]["additionalContext"]
except (json.JSONDecodeError, KeyError, TypeError):
continue
print(json.dumps({"injectSteps": [{"ephemeralMessage": context}] if context else []}))
return result
action = {
"PostToolUse": ["post-tool-failure" if payload.get("error") else "post-tool"],
"Stop": ["flush", "--reason", "session-end"],
}[event]
result, _ = _run_shared(action, payload)
print(json.dumps({"decision": "allow"} if event == "Stop" else {}))
return result
if __name__ == "__main__":
try:
raise SystemExit(main())
except Exception as exc:
hook_runner.log_failure(exc)
print("{}")
raise SystemExit(0) from None
@@ -1,8 +0,0 @@
{
"mcpServers": {
"mem0": {
"command": "python3",
"args": ["./core/mcp_server.py"]
}
}
}
@@ -1,14 +0,0 @@
{
"id": "mem0",
"version": "0.3.1",
"homepage": "https://docs.mem0.ai/integrations/antigravity",
"native": {
"pluginRoot": "${ANTIGRAVITY_PLUGIN_ROOT}",
"files": {
"plugin.json": "plugin.json",
"hooks.json": "hooks.json",
"mcp_config.json": "mcp_config.json",
"hooks/adapter.py": "hooks/adapter.py"
}
}
}
@@ -1,5 +0,0 @@
{
"$schema": "https://antigravity.google/schemas/v1/plugin.json",
"name": "mem0",
"description": "Cross-session memory and token savings for coding agents."
}
@@ -1,26 +0,0 @@
---
name: forget
description: Delete the Mem0 memories stored for this repository and this user. Use when the user asks to forget, clear, wipe, or delete memories.
disable-model-invocation: true
---
# Forget this repository's memories
This permanently deletes remote memories. Before running anything, tell the
user exactly what will be deleted: their own memories for this repository
only. The repository's project memory is shared by everyone who works in it,
so it stays unless the user explicitly asks to delete that too.
After the user confirms, run:
```bash
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" forget --remote --yes
```
If the user also asked to delete the repository's shared project memory, add
`--include-project-memory` and say that this removes it for every teammate.
Report what the command output says was deleted. If the user only wants local
data cleared (evidence log, pending queue), run the same command without
`--remote`. Never pass `--yes` before the user has confirmed in this
conversation.
@@ -1,20 +0,0 @@
---
name: pause
description: Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.
disable-model-invocation: true
---
# Pause memory capture
To pause (hooks stop capturing and sending session content; a minimal
anonymous telemetry ping still fires at session start unless
`MEM0_TELEMETRY=false`):
```bash
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" pause
```
Confirm the new state back to the user, and remind them that already-created
memories still exist and remain searchable. Pending unsent packets are held
while paused, not expired, and are delivered after resuming. To turn capture
back on, use `/mem0:resume`.
@@ -1,21 +0,0 @@
---
name: remember
description: Acknowledge a "remember this" request and make sure it is captured well. Use when the user explicitly asks to remember, note, or save something for future sessions.
disable-model-invocation: true
---
# Remember something for future sessions
Mem0 creates memories from the session automatically — there is no separate
write command. When the user asks to remember something:
1. Restate the fact clearly and completely in your reply, in one or two
sentences, including any names, values, or paths it depends on. Your visible
reply is what memory extraction reads, so a precise restatement is what gets
remembered.
2. Tell the user it will be saved with this session's memories when the session
ends or compacts, and that it will surface in future sessions in this
repository (they can check later with /mem0:search).
Do not invent a storage confirmation or a memory ID — creation happens in the
background after the session.
@@ -1,19 +0,0 @@
---
name: resume
description: Resume Mem0 memory capture after it was paused with /mem0:pause.
disable-model-invocation: true
---
# Resume memory capture
Resume memory capture for this machine.
Run:
```bash
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" resume
```
Confirm to the user that capture is active again. New sessions record evidence and
create memories as normal; nothing that happened while paused is retroactively
captured.
@@ -1,28 +0,0 @@
---
name: search
description: Search memories from earlier Antigravity sessions in this repository. Use it when earlier work may already explain the code, error, decision, or command you need, so you can avoid repeating file reads, searches, or experiments.
argument-hint: "[question] [--top-k number] [--category category-name] [--scope repo|dir|mine] [--run-id session-id]"
disable-model-invocation: true
---
# Search memories
Call `search_memories` with the user's question. Treat `--top-k`, `--category`,
`--scope`, and `--run-id` as tool arguments instead of including them in the
query.
Omit `top_k` to use Mem0's configured default. Omit `category` to search every
category; a category is a best-effort label Mem0 assigned when it saved the
memory, so if a category search misses, repeat it without the category. Omit
`scope` to use the configured default, normally `repo`: this repository's
shared memory, which everyone who works in it contributes to, plus your own
preferences.
Pass `scope` when the question needs something else: `dir` to narrow the
shared memory to the directory you are working in (a package inside a
monorepo), `mine` for your own preferences alone.
Pass `run_id` with any scope to retrieve memories saved in a specific coding-agent
session. Omit `run_id` to search across sessions. It filters the memories returned;
it does not identify the session making the search request. Use a known session ID,
never invent one. Return the tool's result directly.
@@ -1,23 +0,0 @@
---
name: status
description: Show whether Mem0 memory is working in this repository, covering configuration, capture state, pending flushes, and whether the Mem0 API key is valid. Use when the user asks whether memory is on, why a memory is missing, or anything looks broken.
disable-model-invocation: false
---
# Memory status
Run both commands and report the combined result in plain language:
```bash
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" status --json
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" doctor
```
Summarize, using only fields the JSON actually reports: whether capture is
active or paused, the user ID and repository scope (`repo_id`), whether an
API key is configured, the event/flush/retrieval counts (`flushes` is the
number of completed flushes, not a pending count), and the doctor check
results. If doctor reports an authentication failure (401 / invalid key), say
clearly that the Mem0 API key is invalid or expired and that memories are NOT
being created. Never report an auth failure as "no memories found". Suggest
reinstalling with `--config api_key=...` in that case.
@@ -1,140 +0,0 @@
from __future__ import annotations
import importlib.util
import io
import json
import sys
from pathlib import Path
HOST = Path(__file__).resolve().parents[1]
CORE_ROOT = HOST.parent / "agent-plugin-core"
sys.path.insert(0, str(CORE_ROOT))
from build.build import build # noqa: E402
SPEC = importlib.util.spec_from_file_location("antigravity_adapter", HOST / "hooks" / "adapter.py")
assert SPEC and SPEC.loader
adapter = importlib.util.module_from_spec(SPEC)
SPEC.loader.exec_module(adapter)
def test_normalizes_antigravity_camel_case_payload(tmp_path: Path) -> None:
transcript = tmp_path / "transcript.jsonl"
transcript.write_text(
"\n".join(
[
json.dumps(
{
"source": "USER_EXPLICIT",
"type": "USER_INPUT",
"status": "DONE",
"content": "<USER_REQUEST>\nremember the parser\n</USER_REQUEST>",
}
),
json.dumps(
{
"source": "MODEL",
"type": "PLANNER_RESPONSE",
"status": "DONE",
"content": "The parser is fixed.",
}
),
]
),
encoding="utf-8",
)
value = adapter.normalize(
{
"conversationId": "conversation-1",
"workspacePaths": ["/repo"],
"transcriptPath": str(transcript),
"toolCall": {"name": "run_command", "args": {"CommandLine": "pytest"}},
"error": "failed",
}
)
assert value["session_id"] == "conversation-1"
assert value["cwd"] == "/repo"
assert value["transcript_path"] == str(transcript)
assert value["prompt"] == "remember the parser"
assert value["last_assistant_message"] == "The parser is fixed."
assert value["tool_name"] == "run_command"
assert value["tool_input"] == {"CommandLine": "pytest"}
assert value["tool_response"] == "failed"
def test_uses_explicit_cwd_when_antigravity_omits_workspaces(monkeypatch) -> None:
monkeypatch.setenv("MEM0_CWD", "/repo")
value = adapter.normalize({"workspacePaths": []})
assert value["cwd"] == "/repo"
def test_skips_capture_when_workspace_is_unknown(monkeypatch, capsys) -> None:
monkeypatch.delenv("MEM0_CWD", raising=False)
def run_shared(*_):
raise AssertionError("shared runtime should not run")
monkeypatch.setattr(adapter, "_run_shared", run_shared)
monkeypatch.setattr(sys, "argv", ["adapter.py", "PostToolUse"])
monkeypatch.setattr(sys, "stdin", io.StringIO('{"workspacePaths": []}'))
assert adapter.main() == 0
assert json.loads(capsys.readouterr().out) == {}
def test_pre_invocation_translates_shared_recall_to_ephemeral_message(monkeypatch, capsys) -> None:
calls = []
def run_shared(arguments, payload):
calls.append(arguments)
if arguments == ["user-prompt"]:
return 0, json.dumps(
{"hookSpecificOutput": {"additionalContext": "Earlier repository context."}}
)
return 0, ""
monkeypatch.setattr(adapter, "_run_shared", run_shared)
monkeypatch.setattr(sys, "argv", ["adapter.py", "PreInvocation"])
monkeypatch.setattr(sys, "stdin", io.StringIO('{"invocationNum": 0, "workspacePaths": ["/repo"]}'))
assert adapter.main() == 0
assert calls == [["session-start"], ["user-prompt"]]
assert json.loads(capsys.readouterr().out) == {
"injectSteps": [{"ephemeralMessage": "Earlier repository context."}]
}
def test_native_antigravity_bundle_uses_supported_events(tmp_path: Path) -> None:
root = build("antigravity", "native", tmp_path / "antigravity")
manifest = json.loads((root / "plugin.json").read_text(encoding="utf-8"))
hooks = json.loads((root / "hooks.json").read_text(encoding="utf-8"))["mem0"]
assert manifest["$schema"] == "https://antigravity.google/schemas/v1/plugin.json"
assert set(hooks) == {"PreInvocation", "PostToolUse", "Stop"}
assert (root / "mcp_config.json").is_file()
assert not (root / "agents").exists()
assert not any(path.is_symlink() for path in root.rglob("*"))
def test_stop_captures_later_prompts_once(tmp_path):
transcript = tmp_path / "transcript.jsonl"
store = adapter.hook_runner.EvidenceStore(tmp_path / "evidence.sqlite3")
payload = {"session_id": "s1", "cwd": str(tmp_path), "transcript_path": str(transcript)}
turns = []
try:
for prompt, answer in [("First question", "First answer"), ("Next question", "Next answer")]:
turns.extend([
{"type": "USER_INPUT", "status": "DONE", "content": prompt},
{"type": "PLANNER_RESPONSE", "source": "MODEL", "status": "DONE", "content": answer},
])
transcript.write_text(''.join(json.dumps(row) + '\n' for row in turns))
adapter._record_stop(store, payload)
adapter._record_stop(store, payload)
rows = store.conn.execute("SELECT payload_json FROM events WHERE kind = 'assistant_stop' ORDER BY id").fetchall()
messages = [message for row in rows for message in json.loads(row[0])["transcript_messages"]]
assert [m["content"] for m in messages] == ["First question", "First answer", "Next question", "Next answer"]
finally:
store.close()
@@ -1,6 +1,6 @@
{
"name": "mem0",
"version": "0.3.1",
"version": "0.3.0",
"description": "Cross-session memory and token savings for coding agents.",
"author": {
"name": "Mem0"
@@ -0,0 +1,11 @@
__pycache__/
*.py[cod]
.pytest_cache/
.ruff_cache/
.venv/
*.sqlite3
*.sqlite3-shm
*.sqlite3-wal
flush-worker.log
plugin-errors.log
pending/
+13 -24
View File
@@ -4,8 +4,6 @@ Persistent cross-session memory for Claude Code, plus a Sonnet sidekick agent fo
Claude Code forgets everything between sessions. This plugin fixes that: hooks capture session details locally, a background worker turns them into Mem0 memories, and Claude automatically gets the relevant ones back at the start of later sessions.
Current bundle version: `0.3.1`.
## Prerequisites
- Python 3.10+ and Git.
@@ -36,35 +34,30 @@ To remove:
claude plugin uninstall mem0@mem0-plugins
```
For local development, verify and load the self-contained plugin directory:
For local development, load the current checkout directly:
```bash
python3 integrations/agent-plugin-core/build/build.py claude-code --kind native --check
claude --plugin-dir integrations/claude-code-plugin
claude --plugin-dir .
```
## How it works
### Memory
1. **Capture.** Hooks save the main agent's activity locally: user messages, Claude's answers, changed file paths, and short test/build results. Capture does not call a model. Sidekick assignments and completed responses are recorded separately as supporting evidence.
1. **Capture.** Hooks save the main agent's activity locally: user messages, Claude's answers, changed file paths, and short test/build results. No model calls, no blocking. Sidekick output is excluded.
2. **Flush.** After every five completed exchanges, a detached background worker sends that batch to Mem0. Large exchanges flush sooner. Ending or compacting the session flushes anything remaining. The session-end worker sends the conversation already collected by hooks without recording the final answer again. If idle, an auto-flush runs after five minutes (configurable with `MEM0_CODE_IDLE_FLUSH_SECONDS`). The worker survives Claude Code exiting.
2. **Flush.** After every five completed exchanges, a detached background worker sends that batch to Mem0. Large exchanges flush sooner. Ending or compacting the session flushes anything remaining. If idle, an auto-flush runs after five minutes (configurable with `MEM0_CODE_IDLE_FLUSH_SECONDS`). The worker survives Claude Code exiting.
3. **Extract.** Each flush sends one or more `add` calls with `agent_id` (the project identity), `user_id` (you), `app_id` (the repository), and `run_id` (the session). Mem0 classifies each extracted memory as either:
3. **Extract.** Each flush sends a single `add` call with `agent_id` (the project identity), `user_id` (you), `app_id` (the repository), and `run_id` (the session). Mem0 classifies each extracted memory as either:
- **Shared project memory** (`agent_id`): one namespace per repo, scoped by `app_id`. Stores conventions, decisions, constraints, working commands, and failed commands with their fixes. Everyone on the repo reads and writes the same pool. Never carries a `user_id`. Directory information is stored in metadata for directory-scoped searches.
- **Personal memory** (`user_id`): your preferred tools, style, habits, and anything you asked to be remembered. Scoped to the repo by `app_id`. Private to you.
4. **Recall.** On the next session's first prompt, if it has at least 20 characters, the plugin searches automatically and supplies up to five relevant memories. No model is called to write the query.
Captured prompts and responses retain their full text after secret redaction. Oversized extraction input is split across requests without discarding message text. Search results and tool evidence still have separate size limits.
4. **Recall.** On the next session's first prompt, the plugin searches automatically and supplies up to five relevant memories. No model is called to write the query.
After that first search, Claude can call `search_memories` with a specific question, and you can run `/mem0:search` yourself. Explicit searches return up to 3 results by default (configurable to 20), capped at 4,000 characters.
### Sonnet sidekick agent
Sidekick is available only in this plugin. The shared core handles memory and subagent tracking.
`mem0:sidekick` is a Sonnet coding agent that runs in a separate Git worktree. It can investigate, implement, test, debug, or review something instead of the main (Opus/Fable) session doing the same work, reducing cost when the main agent doesn't need to repeat it.
The main agent reviews the result. Corrections go back to the same sidekick so it keeps what it learned. Changes stay in the sidekick's worktree until the main agent reviews and copies them over.
@@ -94,7 +87,7 @@ By default the worktree branches from the repo's default branch. Set `worktree.b
| Command | What it does |
| --- | --- |
| `/mem0:search` | Search memories from earlier sessions. Accepts `--top-k <n>`, `--category <name>`, `--scope <repo\|dir\|mine>`, and `--run-id <session-id>`. |
| `/mem0:search` | Search memories from earlier sessions. Accepts `--top-k <n>`, `--category <name>`, and `--scope <repo\|dir\|mine>`. |
| `/mem0:status` | Check config, capture state, pending flushes, and API key validity. |
| `/mem0:forget` | Delete your memories for this repo (shared project memory stays unless you pass `--include-project-memory`). |
| `/mem0:pause` | Pause memory capture. |
@@ -111,11 +104,7 @@ Categories for `--category`: `project_knowledge`, `decisions_and_constraints`, `
| `dir` | Project memory from the current directory (and children), plus your preferences |
| `mine` | Your personal preferences only |
Set the default with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE`. Pass optional `run_id` to `search_memories` (or `--run-id` to `/mem0:search`) with any scope to search memories saved in that session. Omit it to search across sessions. This filters the returned memories; it does not identify the session making the request. Use a known session ID.
New Git repository memories use a hash of the remote identity in `agent_id`. Searches also include the previous unhashed ID under the same repository `app_id`, so shared memories remain available after upgrading. Older IDs retain their original limitation: matching owner/repository names on different Git hosts share that legacy namespace. Local folders keep their path-based namespaces.
Explicit shared-memory deletion with `--include-project-memory` covers both repository IDs. Default deletion preserves shared memories.
Set the default with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE`. Pass `--run-id <session-id>` to see only what one specific session recorded.
## Settings
@@ -138,7 +127,7 @@ Local data lives in `${CLAUDE_PLUGIN_DATA}`:
- `plugin-errors.log`: hook errors (no credentials)
- `telemetry.jsonl` / `telemetry-identity.json`: anonymous usage events
Mem0 receives captured user messages, Claude's answers, sidekick assignments and completed responses, and changed file paths. When a failed command is recorded, extraction can also include bounded command details and results. Complete files and general tool output stay on your machine. Values that look like credentials are redacted before anything is sent.
Mem0 receives each block of user messages, Claude's answers, the sidekick's answer, and changed file paths. Complete files and general tool output stay on your machine. Values that look like credentials are redacted before anything is sent.
## Telemetry
@@ -192,10 +181,10 @@ Breaking update. Memories carry over, most local config does not.
## Development checks
Run from the repository root:
Run from `integrations/claude-code-plugin/`:
```bash
python3 -m pytest integrations/claude-code-plugin/tests -q --ignore=integrations/claude-code-plugin/tests/integration
python3 -m ruff check integrations/agent-plugin-core/python integrations/claude-code-plugin
claude plugin validate --strict integrations/claude-code-plugin
python3 -m pytest tests -q
python3 -m ruff check .
claude plugin validate --strict .
```
@@ -3,52 +3,367 @@
from __future__ import annotations
import argparse
import hashlib
import json
import os
import subprocess
import sys
import time
import uuid
from pathlib import Path
_here = Path(__file__).resolve()
_bundled_core = _here.parents[2] / "core"
_core_dir = _bundled_core if (_bundled_core / "memory_core.py").is_file() else _bundled_core / "python"
sys.path.insert(0, str(_core_dir))
sys.path.insert(0, str(_here.parent))
sys.path.insert(0, str(Path(__file__).resolve().parents[2] / "core"))
import hook_runner # noqa: E402
import telemetry # noqa: E402
from memory_core import ( # noqa: E402
configure_harness,
record_subagent_start,
record_subagent_stop,
import telemetry
from memory_core import (
EvidenceStore,
api_key,
cache_plugin_api_key,
checkpoint_session,
clear_stale_api_key_cache,
data_dir,
detached_process_kwargs,
format_context,
record_session_start,
record_sidekick_start,
record_sidekick_stop,
record_stop,
record_tool,
record_user_prompt,
search_memories,
)
from transcript import record_stop # noqa: E402
configure_harness("claude-code", data_dir_name="claude-code-plugin", source_tag="claude_code_plugin")
telemetry.init(harness="claude-code", source_tag="CLAUDE_CODE_PLUGIN")
def _sidekick_start(store, hook_input):
context = record_subagent_start(store, {"agent_type": "mem0:sidekick", **hook_input})
if context:
return {
"hookSpecificOutput": {
"hookEventName": "SubagentStart",
"additionalContext": context,
},
}
STALE_RUNNING_SECONDS = 300
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
PENDING_LAUNCH_LIMIT = 5
def _sidekick_stop(store, hook_input):
record_subagent_stop(store, {"agent_type": "mem0:sidekick", **hook_input})
def read_hook_input() -> dict:
try:
value = json.load(sys.stdin)
return value if isinstance(value, dict) else {}
except (json.JSONDecodeError, OSError):
return {}
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
"""Search once before Claude handles the first prompt in a session."""
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
if not is_first_prompt:
return {}
try:
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
except ValueError:
minimum_query_chars = 20
if len(prompt.strip()) < max(minimum_query_chars, 1):
return {}
result = search_memories(
store,
repo,
session_id,
prompt,
top_k=5,
operation="first-prompt-search",
timeout=2,
)
if not result.memories:
return {}
context = format_context(
result.memories,
"Mem0 found these relevant memories from earlier work in this repository:",
)
telemetry.record(
"context_injected",
repo=repo,
session_id=session_id,
trigger="first-prompt",
memory_count=len(result.memories),
context_chars=len(context),
prompt_chars=len(prompt),
)
return {
"hookSpecificOutput": {
"hookEventName": "UserPromptSubmit",
"additionalContext": context,
},
}
def _launch_handoff(handoff_path: Path) -> bool:
running_path = handoff_path.with_suffix(".running")
try:
handoff_path.replace(running_path)
except OSError:
return False
worker = Path(__file__).resolve().parents[2] / "core" / "flush_worker.py"
log_path = data_dir() / "flush-worker.log"
log_handle = open(log_path, "a", encoding="utf-8")
try:
subprocess.Popen(
[sys.executable, str(worker), str(running_path)],
stdin=subprocess.DEVNULL,
stdout=log_handle,
stderr=log_handle,
close_fds=True,
**detached_process_kwargs(),
)
finally:
log_handle.close()
return True
def recover_pending_handoffs() -> int:
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
now = time.time()
for running in pending_dir.glob("*.running"):
try:
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
running.replace(running.with_suffix(".json"))
except OSError:
continue
recoverable = []
for handoff in pending_dir.glob("*.json"):
try:
age = now - handoff.stat().st_mtime
except OSError:
continue
if age > PENDING_EXPIRY_SECONDS:
handoff.unlink(missing_ok=True)
continue
recoverable.append((age, handoff))
recoverable.sort(key=lambda item: item[0], reverse=True)
launched = 0
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
launched += int(_launch_handoff(handoff))
return launched
def refresh_pending_handoffs() -> None:
"""Hold unsent packets while paused instead of letting them expire."""
pending_dir = data_dir() / "pending"
if not pending_dir.is_dir():
return
for pattern in ("*.json", "*.running"):
for handoff in pending_dir.glob(pattern):
try:
os.utime(handoff)
except OSError:
continue
def hand_off_flush(
hook_input: dict, reason: str, *, wait_for_inflight: bool = False
) -> None:
"""Persist hook input and detach delivery from Claude's shutdown lifecycle."""
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
material = (
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
)
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
temporary_path = handoff_path.with_suffix(".tmp")
temporary_path.write_text(
json.dumps(
{
"hook_input": hook_input,
"reason": reason,
"wait_for_inflight": wait_for_inflight,
}
),
encoding="utf-8",
)
temporary_path.replace(handoff_path)
_launch_handoff(handoff_path)
def automatic_flush_enabled() -> bool:
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
"1",
"true",
"yes",
"on",
}
def schedule_periodic_checkpoint(
store: EvidenceStore,
hook_input: dict,
repo,
session_id: str,
) -> bool:
"""Start one background extraction when a complete block is ready."""
if (
not automatic_flush_enabled()
or not api_key()
or not store.checkpoint_due(repo.identity, session_id)
):
return False
if store.prepare_flush(repo, session_id, "periodic") is None:
return False
hand_off_flush(hook_input, "periodic")
return True
DEFAULT_IDLE_FLUSH_SECONDS = 300
def _idle_flush_seconds() -> int:
try:
return max(
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
0,
)
except ValueError:
return DEFAULT_IDLE_FLUSH_SECONDS
def schedule_idle_flush(
store: EvidenceStore,
hook_input: dict,
repo,
session_id: str,
) -> bool:
"""Launch a delayed background flush for sessions that may never end."""
delay = _idle_flush_seconds()
if delay <= 0 or not automatic_flush_enabled() or not api_key():
return False
if store.has_inflight_flush(repo.identity, session_id):
return False
if not store.has_unflushed_events(repo.identity, session_id):
return False
pending_dir = data_dir() / "pending"
pending_dir.mkdir(parents=True, exist_ok=True)
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
for old in pending_dir.glob(f"idle-{digest}*"):
old.unlink(missing_ok=True)
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
temporary_path = handoff_path.with_suffix(".tmp")
temporary_path.write_text(
json.dumps({
"hook_input": hook_input,
"reason": "idle",
"delay_seconds": delay,
}),
encoding="utf-8",
)
temporary_path.replace(handoff_path)
_launch_handoff(handoff_path)
return True
def log_failure(exc: Exception) -> None:
try:
log_path = data_dir() / "plugin-errors.log"
with log_path.open("a", encoding="utf-8") as handle:
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
except OSError:
pass
def main() -> int:
parser = argparse.ArgumentParser()
parser.add_argument(
"action",
choices=[
"session-start",
"user-prompt",
"post-tool",
"post-tool-failure",
"sidekick-start",
"sidekick-stop",
"stop",
"flush",
],
)
parser.add_argument("--reason", default="manual")
parser.add_argument("--plugin-data-dir", default="")
args = parser.parse_args()
if args.plugin_data_dir:
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
cache_plugin_api_key()
if args.action == "session-start":
clear_stale_api_key_cache()
hook_input = read_hook_input()
store = EvidenceStore()
try:
if store.is_paused():
if args.action == "session-start":
refresh_pending_handoffs()
telemetry.record("session_start", paused=True)
telemetry.spawn_flush()
return 0
if args.action == "session-start":
if telemetry.is_first_run():
telemetry.record("install")
recovered = recover_pending_handoffs()
record_session_start(store, hook_input)
if recovered:
telemetry.record("handoff_recovered", count=recovered)
telemetry.spawn_flush()
elif args.action == "user-prompt":
output = first_prompt_memory_output(store, hook_input)
if output:
print(json.dumps(output))
elif args.action == "post-tool":
record_tool(store, hook_input)
elif args.action == "post-tool-failure":
record_tool(store, hook_input, failed=True)
elif args.action == "sidekick-start":
context = record_sidekick_start(store, hook_input)
if context:
print(
json.dumps(
{
"hookSpecificOutput": {
"hookEventName": "SubagentStart",
"additionalContext": context,
}
}
)
)
elif args.action == "sidekick-stop":
record_sidekick_stop(store, hook_input)
elif args.action == "stop":
repo, session_id = record_stop(store, hook_input)
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
schedule_idle_flush(store, hook_input, repo, session_id)
elif args.action == "flush":
automatic = args.reason in {"session-end", "pre-compact"}
if automatic and not automatic_flush_enabled():
return 0
if args.reason == "session-end":
# In print mode, SessionEnd can arrive before the Stop hook has
# recorded Claude's final response. Read any remaining visible
# transcript messages before preparing the final extraction.
record_stop(store, hook_input)
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
else:
session_id = str(hook_input.get("session_id") or "unknown-session")
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
already_running = store.has_inflight_flush(repo.identity, session_id)
if already_running and args.reason == "session-end":
hand_off_flush(
hook_input, args.reason, wait_for_inflight=True
)
elif not already_running and store.prepare_flush(
repo, session_id, args.reason
) is not None:
hand_off_flush(hook_input, args.reason)
finally:
store.close()
return 0
if __name__ == "__main__":
hook_runner.entry_point(
record_stop_fn=record_stop,
extra_actions={
"post-tool-failure": lambda s, h: record_tool(s, h, failed=True),
"sidekick-start": _sidekick_start,
"sidekick-stop": _sidekick_stop,
},
data_dir_env="MEM0_CODE_DATA_DIR",
automatic_flush_reasons={"session-end", "pre-compact"},
)
try:
raise SystemExit(main())
except Exception as exc:
# Memory must never prevent the coding agent from continuing.
log_failure(exc)
raise SystemExit(0)

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