Graph-Mem MCP Server

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

claude mcp add graphmem-mcp -- uvx graphmem-mcp

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

[mcp_servers.graphmem-mcp]
command = "uvx"
args = ["graphmem-mcp"]

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

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

This one needs environment variables set before it will start: GRAPHMEM_DB_PATH (Path to the SQLite database file. Defaults to .graphmem/graph.db relative to the working directory.), GRAPHMEM_EMBEDDING_MODEL (sentence-transformers model ID used for semantic search. Defaults to all-MiniLM-L6-v2, downloaded on first use.), GRAPHMEM_TRAVERSAL_NODE_BUDGET (Maximum entities visited by a single graph traversal. Defaults to 5000.), GRAPHMEM_LOG_LEVEL (Logging verbosity: DEBUG, INFO, WARNING, ERROR, or CRITICAL. Defaults to WARNING.). The author declared them in the registry entry; get the values from the project itself.