Neo4j GDS Agent MCP Server

Name: Neo4j GDS Agent MCP Server
Author: io.github.neo4j-contrib

io.github.neo4j-contrib/gds-agent

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What is the Neo4j GDS Agent MCP server?

Neo4j Graph Data Science MCP server

How to install Neo4j GDS Agent

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

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
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)

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<YOUR_NEO4J_URI>",
        "NEO4J_USERNAME": "<YOUR_NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<YOUR_NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<YOUR_NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<YOUR_AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<YOUR_AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<YOUR_AURA_API_PROJECT_ID>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<YOUR_NEO4J_URI>",
        "NEO4J_USERNAME": "<YOUR_NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<YOUR_NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<YOUR_NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<YOUR_AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<YOUR_AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<YOUR_AURA_API_PROJECT_ID>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<YOUR_NEO4J_URI>",
        "NEO4J_USERNAME": "<YOUR_NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<YOUR_NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<YOUR_NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<YOUR_AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<YOUR_AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<YOUR_AURA_API_PROJECT_ID>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "gds-agent": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<YOUR_NEO4J_URI>",
        "NEO4J_USERNAME": "<YOUR_NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<YOUR_NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<YOUR_NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<YOUR_AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<YOUR_AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<YOUR_AURA_API_PROJECT_ID>"
      }
    }
  }
}

Claude Code

claude mcp add 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