NestDaddy

MaxGraph

io.github.RuMemory/maxgraph ยท v1.9.5

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

Connect Runs on your machine

Terminal
claude mcp add maxgraph -e MEMORY_TOKEN=<MEMORY_TOKEN> -- docker run -i --rm ghcr.io/rumemory/maxgraph:1.9.5
claude_desktop_config.json
{
  "mcpServers": {
    "maxgraph": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/rumemory/maxgraph:1.9.5"
      ],
      "env": {
        "MEMORY_TOKEN": "<MEMORY_TOKEN>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "maxgraph": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/rumemory/maxgraph:1.9.5"
      ],
      "env": {
        "MEMORY_TOKEN": "<MEMORY_TOKEN>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "maxgraph": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/rumemory/maxgraph:1.9.5"
      ],
      "env": {
        "MEMORY_TOKEN": "<MEMORY_TOKEN>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

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

Details

Packageghcr.io/rumemory/maxgraph:1.9.5 (OCI, streamable-http)
First published23 Oct 2026
Last updated23 Oct 2026
Registry nameio.github.RuMemory/maxgraph

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