refactor(integrations): shared agent plugin runtimes and native adapters (#7203)

skills/mem0-integrate/SKILL.md

@@ -46,7 +46,7 @@ standalone `SKILL.md` with triggers, examples, and version-pinned code.
 - SDK (Python + TS, Platform + OSS): https://raw.githubusercontent.com/mem0ai/mem0/main/skills/mem0/SKILL.md
 - CLI: https://raw.githubusercontent.com/mem0ai/mem0/main/skills/mem0-cli/SKILL.md
 - Vercel AI SDK: https://raw.githubusercontent.com/mem0ai/mem0/main/skills/mem0-vercel-ai-sdk/SKILL.md
-- Editor/MCP plugin glue (9 MCP tools): https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin
+- Portable editor/MCP plugin: https://github.com/mem0ai/mem0/tree/main/integrations/mem0-agent-plugin
 
 ### SDK source (read when docs are ambiguous)
 Public repo. Cross-check against the `mem0_tested_versions` range in this
@@ -109,7 +109,7 @@ the target stack. If yes, delegate — copy its call-site pattern into
 |---|---|---|
 | `@ai-sdk/*` + `ai` in `package.json` | `skills/mem0-vercel-ai-sdk` | Integration is via `createMem0` provider wrapper, not raw `MemoryClient`. |
 | CLI-only repo (Typer, Commander, Click, Cobra) with no LLM call sites | `skills/mem0-cli` | Call sites are command handlers, not model wrappers. Consider whether mem0 actually fits first. |
-| Target is an MCP client / editor config (Claude Code, Cursor, Codex settings) | `integrations/mem0-plugin` | Wire via MCP server URL + hooks; no SDK code usually needed. |
+| Target is an MCP client / editor config (Claude Code, Cursor, Codex settings) | `integrations/mem0-agent-plugin` | Wire via MCP server URL + hooks; no SDK code usually needed. |
 | Any other Python or TS repo with an LLM call site | `skills/mem0` | Default SDK integration path. |
 
 Record the delegated skill's raw URL in `plan.md` under a