M3 Memory

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

python

documentationsearch

Ai Exa

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Groundroute Web Search

Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.

Keenable Web Search

stdio

Live web search and clean-markdown page fetch over the Keenable web index.

M3 Memory

stdio

Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.

Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Getting Started

npx @getmcp/cli add io.github.skynetcmd/m3-memory

Requires Python 3.10+. Community-contributed server. Review source before installing.

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "io.github.skynetcmd/m3-memory": {
      "command": "python",
      "args": [
        "m3-memory"
      ]
    }
  }
}

Claude Desktop MCP documentation

Related Servers

Biel.ai

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

python

documentationsearch

Ai Exa

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Groundroute Web Search

Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.

Keenable Web Search

stdio

Live web search and clean-markdown page fetch over the Keenable web index.