Memgraph FAQs

Name: Memgraph
Author: memgraph

Question 1

What is Memgraph MCP Server?

Accepted Answer

The Memgraph MCP Server is a lightweight server implementation of the Model Context Protocol (MCP) that enables you to connect your Memgraph graph database with Large Language Models (LLMs) like Claude AI.

Question 2

What is the `get_schema()` tool used for?

Accepted Answer

The `get_schema()` tool retrieves the Memgraph schema information, allowing the LLM to understand the structure of your graph database. This requires enabling `--schema-info-enabled=True` when starting Memgraph.

Question 3

What are the key features of Memgraph MCP Server?

Accepted Answer

Key features include a lightweight server implementation, integration with Claude for Desktop, the `run_query()` tool for executing Cypher queries, and the `get_schema()` tool for retrieving Memgraph schema information.

Question 4

How do I set up Memgraph MCP Server?

Accepted Answer

The quick start guide involves installing `uv` and dependencies, running the server, configuring Claude for Desktop with your server's path, and ensuring Memgraph is running with schema info enabled.

Question 5

How does Memgraph MCP Server work?

Accepted Answer

It acts as a bridge, allowing LLMs to query your Memgraph database using natural language. The server translates the LLM requests into Cypher queries, executes them against Memgraph, and returns the results to the LLM.

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