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memgraph/ai-toolkit

memgraph/ai-toolkit

@memgraph

Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

memgraphmcpgraph-databaseknowledge-graphlangchainaitoolkittool

Installation & Configuration

{
  "mcpServers": {
    "memgraph": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-e",
        "MCP_TRANSPORT=stdio",
        "memgraph/mcp-memgraph:latest"
      ]
    }
  }
}

Information

Transport
ssestdio
Language
Python
Created
2026/6/12
Updated
2026/6/12