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Memgraph

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Connects Memgraph graph database with Large Language Models (LLMs) via the Model Context Protocol (MCP).

About

Memgraph MCP Server is a lightweight server implementation of the Model Context Protocol (MCP) designed to bridge the gap between Memgraph, a graph database, and Large Language Models (LLMs). This allows users to interact with and leverage Memgraph's data within LLM-powered applications by running Cypher queries and retrieving schema information.

Key Features

  • Lightweight server implementation of MCP
  • Offers a get_schema() tool to retrieve Memgraph schema information
  • Enables interaction between Memgraph and LLMs
  • Supports integration with Claude for Desktop
  • Provides a run_query() tool to execute Cypher queries
  • 8 GitHub stars

Use Cases

  • Building graph-powered applications with LLMs
  • Integrating Memgraph into modern AI workflows
  • Creating intelligent agents with Memgraph as the core data store
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