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MCP Server MCP

Graph-Mem

github By github 👁 1 views ▲ 0 votes

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

Homepage Verified source GitHub

Install

uvx graphmem-mcp

Configuration Example

{
  "remotes": [],
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "graphmem-mcp",
      "version": "1.0.0",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "Path to the SQLite database file. Defaults to .graphmem/graph.db relative to the working directory.",
          "name": "GRAPHMEM_DB_PATH"
        },
        {
          "description": "sentence-transformers model ID used for semantic search. Defaults to all-MiniLM-L6-v2, downloaded on first use.",
          "name": "GRAPHMEM_EMBEDDING_MODEL"
        },
        {
          "description": "Maximum entities visited by a single graph traversal. Defaults to 5000.",
          "name": "GRAPHMEM_TRAVERSAL_NODE_BUDGET"
        },
        {
          "description": "Logging verbosity: DEBUG, INFO, WARNING, ERROR, or CRITICAL. Defaults to WARNING.",
          "name": "GRAPHMEM_LOG_LEVEL"
        }
      ]
    }
  ]
}
mcp model-context-protocol pypi

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