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Neo4j GDS Agent

Neo4j Graph Data Science MCP server

Python

★ 99 stars Last pushed 2026-11-11 License: MIT

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Review any command before running it. Package names and URLs come from the server's own registry entry.

Package (pypi 1.2.2)

uvx gds-agent

Or add to your MCP client config:

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<YOUR_VALUE>",
        "NEO4J_USERNAME": "<YOUR_VALUE>",
        "NEO4J_PASSWORD": "<YOUR_VALUE>",
        "AURA_API_CLIENT_SECRET": "<YOUR_VALUE>"
      }
    }
  }
}

NEO4J_URI required — Neo4j connection URI (neo4j:// or neo4j+s://)
NEO4J_USERNAME required — Neo4j username
NEO4J_PASSWORD required secret — Neo4j password
NEO4J_DATABASE — Neo4j database name
NEO4J_READ_ONLY — Set to false to expose write_neo4j_cypher. The write tool stays hidden otherwise.
AURA_API_CLIENT_ID — Aura API client ID (enables Aura Graph Analytics session mode)
AURA_API_CLIENT_SECRET secret — Aura API client secret
AURA_API_PROJECT_ID — Aura project ID (only if the API client can access multiple projects)