Memgraph MCP Server

Run server

1. Install uv and create venv with uv venv. Activate virtual environment with .venv\Scripts\activate.
2. Install dependencies: uv add "mcp[cli]" httpx
3. Run Memgraph MCP server: uv run server.py.
4. Install Claude for Desktop.
5. Add the Memgraph server to Claude config:

MacOS/Linux

code ~/Library/Application\ Support/Claude/claude_desktop_config.json

Windows

code $env:AppData\Claude\claude_desktop_config.json

Example config:

{
    "mcpServers": {
      "mpc-memgraph": {
        "command": "/Users/katelatte/.local/bin/uv",
        "args": [
            "--directory",
            "/Users/katelatte/projects/mcp-memgraph",
            "run",
            "server.py"
        ]
     }
   }
}

5. Open Claude Desktop and see the Memgraph tool listed. Try it out! (Have data loaded in Memgraph)

Tools

run_query()

Run a Cypher query against Memgraph

Resources

get_schema()

Get Memgraph schema information (run SHOW SCHEMA INFO; query) -> prerequisite: --schema-info-enabled=true.

Roadmap

We just started working on the Memgraph MCP Server. Our goal is to provide a wider set of tools in the near future.