Graph-Mem MCP Server: Install & Setup

Install Graph-Mem in Claude Code

Claude Code

claude mcp add graph-mem -- uvx graphmem-mcp

mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)

{
  "mcpServers": {
    "graph-mem": {
      "command": "uvx",
      "args": [
        "graphmem-mcp"
      ]
    }
  }
}

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

Run: claude mcp add graph-mem -- uvx graphmem-mcp

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