Memograph MCP Server

What the code does

We read the source, 19 h ago · rules 3dff92dd89df

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

            result = subprocess.run(

      - name: Update manifest version
        run: |
          VERSION=${{ steps.get_version.outputs.VERSION }}

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

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 memograph -- uvx memograph

{
  "mcpServers": {
    "memograph": {
      "args": [
        "memograph"
      ],
      "command": "uvx"
    }
  }
}

[mcp_servers.memograph]
command = "uvx"
args = ["memograph"]

{
  "mcpServers": {
    "memograph": {
      "args": [
        "memograph"
      ],
      "command": "uvx"
    }
  }
}

{
  "mcpServers": {
    "memograph": {
      "args": [
        "memograph"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: MEMOGRAPH_VAULT (Path to your MemoGraph vault directory (created if missing).), MEMOGRAPH_READONLY (Set to 'true' to block destructive MCP tools (delete_memory, update_memory, bulk_create, batch_delete, batch_update). Recommended for shared or untrusted clients.), MEMOGRAPH_PROVIDER (Optional LLM provider for query_with_context tool. Only needed if you want AI-generated answers.), MEMOGRAPH_MODEL (Optional LLM model name (e.g. 'claude-sonnet-4-6'). Used together with MEMOGRAPH_PROVIDER.), ANTHROPIC_API_KEY (API key for Anthropic Claude. Required when MEMOGRAPH_PROVIDER=claude or when using the [anthropic] extra.), OPENAI_API_KEY (API key for OpenAI. Required when using the [openai] extra (embeddings or LLM).), OLLAMA_HOST (Base URL for a local Ollama server (default http://localhost:11434). Only needed when MEMOGRAPH_PROVIDER=ollama or the [ollama] extra is installed.). The author declared them in the registry entry; get the values from the project itself.