memtomem
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memtomem memtomem/memtomem

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

https://memtomem.com ↗
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// solo builder// help wanted// hidden gem// fork magnet agentbm25embeddingmarkdownmcpmemorypythonragsemantic-searchmcp-server ?
03-2026 · today · memtomem
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// readme

memtomem

Long-term memory for AI coding agents, kept as Markdown you own. Core usage is hook-free by default: memory changes happen only when you or your agent call memtomem.

🧪 Beta — the nine core MCP tools, the mm CLI, and the format of your memory and config files change only with an Upgrading note in the CHANGELOG. Features marked experimental can change without one; see Stability. Feedback is welcome: Issues · Discussions.

The session loop

Three plugin workflows carry a project’s memory from one session to the next, and from one coding agent to another.

Illustrative output — agent wording and results vary.

# End of a session, in Claude Code
> /memtomem:handoff save codex-cli
handoff_id: 3f2a9c1e-7b4d-4e8a-9c2f-1d5e6a7b8c9d
scope: project_local · namespace: shared:retry-policy · 1 file written, 2 chunks indexed

# Next session, in Codex CLI
> $memtomem-brief
Recent updates and active handoff IDs
  - 3f2a9c1e-7b4d-4e8a-9c2f-1d5e6a7b8c9d  from claude-code → codex-cli…