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docs: align agent plugin guides with shared runtime behavior (#7269)

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Kartik
2026-09-09 01:03:26 +05:30
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@@ -267,7 +267,7 @@ If the user is on a pre-current major (Python < 2, TS < 3, or a Platform call st
- [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) [Both]: Use when wiring memory into Claude Code.
- [Claude Code](https://docs.mem0.ai/integrations/claude-code) [Platform]: 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, six skills, and a sidekick 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.
@@ -418,17 +418,17 @@ 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/` (v0.3.0, 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 unchanged `mem0:sidekick` agent. Pure-stdlib Python, nothing to install.
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 the unchanged `mem0:sidekick` agent. Pure-stdlib Python, nothing to install.
### Coding-Agent Plugin Sources
Source: https://github.com/mem0ai/mem0/tree/main/integrations/agent-plugin-core
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. 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/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. 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.
Editor-specific setup docs (already listed above under `## Integrations > AI Coding Tools`):
- `integrations/claude-code` [Both]
- `integrations/claude-code` [Platform]
- `integrations/cursor` [Platform]
- `integrations/codex` [Platform]
- `integrations/kimi` [Platform]