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by memgraph • Visualization & Charts
A lightweight Model Context Protocol (MCP) server that connects Memgraph with LLMs to allow agents to run Cypher queries and fetch schema information.
Execute Cypher queries against a Memgraph database to read or modify graph data.
Access database schema information (labels, properties, indexes) to formulate correct queries (requires schema-info enabled).
An MCP-compatible local server to integrate Memgraph with LLM-driven workflows and tools like Claude Desktop.
Memgraph MCP Server implements the MCP to expose Memgraph as a tool for LLMs and agent frameworks. It provides utilities such as run_query() to execute Cypher queries and get_schema() to retrieve schema info (requires Memgraph configured with schema-info enabled). The README includes quick-start instructions for running the server, connecting it to Claude Desktop, and launching Memgraph MAGE with Docker. Note: this repository has been merged into the Memgraph AI Toolkit monorepo and will be removed; future development continues in that integrated repo.
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