Neo4j GDS Agent

local MCP server

Installation

Terminal

claude mcp add gds-agent -e NEO4J_URI=... -e NEO4J_USERNAME=... -e NEO4J_PASSWORD=... -e NEO4J_DATABASE=... -e AURA_API_CLIENT_ID=... -e AURA_API_CLIENT_SECRET=... -e AURA_API_PROJECT_ID=... -- uvx gds-agent

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "...",
        "NEO4J_USERNAME": "...",
        "NEO4J_PASSWORD": "...",
        "NEO4J_DATABASE": "...",
        "AURA_API_CLIENT_ID": "...",
        "AURA_API_CLIENT_SECRET": "...",
        "AURA_API_PROJECT_ID": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

Summary

Neo4j Graph Data Science MCP server

Questions

Neo4j GDS Agent is a local MCP server distributed as the pypi package gds-agent.

Run: claude mcp add gds-agent -e NEO4J_URI=... -e NEO4J_USERNAME=... -e NEO4J_PASSWORD=... -e NEO4J_DATABASE=... -e AURA_API_CLIENT_ID=... -e AURA_API_CLIENT_SECRET=... -e AURA_API_PROJECT_ID=... -- uvx gds-agent

Run: codex mcp add gds-agent --env NEO4J_URI=... --env NEO4J_USERNAME=... --env NEO4J_PASSWORD=... --env NEO4J_DATABASE=... --env AURA_API_CLIENT_ID=... --env AURA_API_CLIENT_SECRET=... --env AURA_API_PROJECT_ID=... -- uvx gds-agent

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