Neo4j Graph Data Science MCP server
To add Neo4j GDS Agent to Claude, run the install command below or copy the ready-made config for Claude Code, Claude Desktop, Cursor and VS Code further down. Restart your client after adding it and its tools show up in your next conversation. It needs 7 environment variables, listed below.
Install
uvx gds-agent@1.1.0Environment variables
NEO4J_URISet in your MCP configNEO4J_USERNAMESet in your MCP configNEO4J_PASSWORDSet in your MCP configNEO4J_DATABASESet in your MCP configAURA_API_CLIENT_IDSet in your MCP configAURA_API_CLIENT_SECRETSet in your MCP configAURA_API_PROJECT_IDSet in your MCP configInstall with your client
claude mcp add neo4j-gds-agent --env NEO4J_URI=<YOUR_NEO4J_URI> --env NEO4J_USERNAME=<YOUR_NEO4J_USERNAME> --env NEO4J_PASSWORD=<YOUR_NEO4J_PASSWORD> --env NEO4J_DATABASE=<YOUR_NEO4J_DATABASE> --env AURA_API_CLIENT_ID=<YOUR_AURA_API_CLIENT_ID> --env AURA_API_CLIENT_SECRET=<YOUR_AURA_API_CLIENT_SECRET> --env AURA_API_PROJECT_ID=<YOUR_AURA_API_PROJECT_ID> -- uvx gds-agent@1.1.0
Run this in a terminal to add the server to Claude Code.
What this does
Neo4j GDS Agent exposes a set of tools to Claude over the Model Context Protocol. After you add it to claude_desktop_config.json (snippet above) and restart Claude Desktop, those tools become callable inside any conversation.
Requirements
This server needs the following environment variables to be set before it can run:
NEO4J_URI NEO4J_USERNAME NEO4J_PASSWORD NEO4J_DATABASE AURA_API_CLIENT_ID AURA_API_CLIENT_SECRET AURA_API_PROJECT_ID
Set these via the env object in your MCP config (see claude_desktop_config.json snippet above).
Frequently asked questions
How do I install Neo4j GDS Agent?
Run the Claude Code command in the install section to add Neo4j GDS Agent to Claude Code, or copy the ready-made config for your client from the install section on this page. Restart your client afterwards and the tools appear in your next conversation.
Which clients work with Neo4j GDS Agent?
This page carries setup and config for Claude Code, Claude Desktop, Cursor and VS Code. Any other MCP client that accepts a standard server config can connect to Neo4j GDS Agent as well.
Does Neo4j GDS Agent need an API key?
Yes. Before it can run, set these environment variables: NEO4J_URI, NEO4J_USERNAME, NEO4J_PASSWORD, NEO4J_DATABASE, AURA_API_CLIENT_ID, AURA_API_CLIENT_SECRET, AURA_API_PROJECT_ID. They go in the env block of your MCP config.
Imported from the Official MCP Registry. The details above come from the registry entry; the maker can claim this listing to correct them, add docs, and see its traffic.
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