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Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

MaxGraph

stdio

Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.

ai data search

Getting Started

npx @getmcp/cli add io.github.RuMemory/maxgraph

Requires Docker Engine. Community-contributed server. Review source before installing.

Required Environment Variables

MEMORY_TOKEN
Access token for the server (choose any strong value; the dashboard and MCP clients use the same one)

Configuration

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

JSON

{
  "mcpServers": {
    "io.github.RuMemory/maxgraph": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MEMORY_TOKEN",
        "ghcr.io/rumemory/maxgraph:1.1.1"
      ],
      "env": {
        "MEMORY_TOKEN": ""
      }
    }
  }
}

Claude Desktop MCP documentation

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