M3 Memory
UnclaimedLocal-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capable
Set up this server
01 / Choose your client
02 / Before you connect
Authentication is not specified. Check the project instructions before connecting.
Project instructions03 / Add the configuration
claude mcp add --transport stdio 'm3-memory' -- 'uvx' 'm3-memory'04 / Check it in your client
Open your client’s MCP settings and confirm the server connects and lists its tools. A copied configuration does not confirm a working connection.
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Documented tools (5)
From project documentation. A server handshake does not verify each tool’s description or behavior.
memory_get
Fetch details of a single memory using its unique ID.
memory_search
Run hybrid keyword (BM25) and semantic vector search.
memory_suggest
Query memories alongside a mathematically explicit score breakdown.
memory_update
Edit existing facts to keep memory accurate.
memory_write
Save a specific fact, project preference, or technical configuration.
Tool change history
FAQ
Questions about M3 Memory MCP Server
- How do I connect M3 Memory MCP Server to Claude?
- Run `claude mcp add m3-memory -- uvx m3-memory` in Claude Code, or add the same command and arguments under mcpServers in Cursor's mcp.json or Claude Desktop's claude_desktop_config.json, then restart the client. The blocks above are ready to paste.
- Is M3 Memory MCP Server free?
- The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can M3 Memory MCP Server do?
- M3 Memory MCP Server documents 5 tools to the agent, including memory_get, memory_search, memory_suggest. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.