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Neo4j GDS Agent

Neo4j GDS Agent is an MCP server that adds database tools to AI assistants such as Claude Desktop, Claude Code and Cursor. Neo4j Graph Data Science MCP server. It has 98 GitHub stars, is released under the MIT license and runs locally with uvx gds-agent.

github.com/neo4j-contrib/gds-agent (opens in a new tab)

Data as of from the GitHub API and the official MCP registry; description from the project's repository. Report an error

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Install Neo4j GDS Agent

Generated from the server's MCP registry entry. Replace your-value with your own values.

Claude Desktop

claude_desktop_config.json
{
  "mcpServers": {
    "neo4j-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"
      }
    }
  }
}

Settings > Developer > Edit Config. macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\. Restart Claude Desktop afterwards.

Claude Code

claude mcp add --env NEO4J_URI=your-value --env NEO4J_USERNAME=your-value --env NEO4J_PASSWORD=your-value --env AURA_API_CLIENT_SECRET=your-value --transport stdio neo4j-gds-agent -- uvx gds-agent

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "neo4j-gds-agent": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "your-value",
        "NEO4J_USERNAME": "your-value",
        "NEO4J_PASSWORD": "your-value",
        "AURA_API_CLIENT_SECRET": "your-value"
      }
    }
  }
}

Project file; use ~/.cursor/mcp.json to enable it in every project.

VS Code

.vscode/mcp.json
{
  "inputs": [
    {
      "type": "promptString",
      "id": "neo4j_password",
      "description": "NEO4J_PASSWORD",
      "password": true
    },
    {
      "type": "promptString",
      "id": "aura_api_client_secret",
      "description": "AURA_API_CLIENT_SECRET",
      "password": true
    }
  ],
  "servers": {
    "neo4j-gds-agent": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "your-value",
        "NEO4J_USERNAME": "your-value",
        "NEO4J_PASSWORD": "${input:neo4j_password}",
        "AURA_API_CLIENT_SECRET": "${input:aura_api_client_secret}"
      }
    }
  }
}

Config formats checked against the official docs on Oct 7, 2026: modelcontextprotocol.io (opens in a new tab), code.claude.com (opens in a new tab), cursor.com (opens in a new tab), code.visualstudio.com (opens in a new tab).

Environment variables

Variables the server reads at startup.

NameRequiredDescription
NEO4J_URIYesNeo4j connection URI (neo4j:// or neo4j+s://)
NEO4J_USERNAMEYesNeo4j username
NEO4J_PASSWORDsecretYesNeo4j password
NEO4J_DATABASENoNeo4j database name
AURA_API_CLIENT_IDNoAura API client ID (enables Aura Graph Analytics session mode)
AURA_API_CLIENT_SECRETsecretNoAura API client secret
AURA_API_PROJECT_IDNoAura project ID (only if the API client can access multiple projects)

About Neo4j GDS Agent

The GDS Agent let LLMs reason and do data science work on your graph data in Neo4j, by using two artifacts: It works with any MCP-capable harness — Claude Code, Claude Desktop, claude.ai, OpenAI Codex, Cursor, VS Code/Copilot, Gemini CLI — and programmatically from agent frameworks. It uses the GDS plugin on self-managed Neo4j and GDS Aura Graph Analytics sessions on AuraDB, over STDIO or HTTP transport.

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FAQ

Neo4j GDS Agent FAQ

Still curious? Email info@appsgit.com.

How do I install the Neo4j GDS Agent MCP server?

Add the command uvx gds-agent to your MCP client: put it in claude_desktop_config.json for Claude Desktop, run claude mcp add for Claude Code, or add it to .cursor/mcp.json (Cursor) or .vscode/mcp.json (VS Code). The snippets on this page are ready to paste.

Is Neo4j GDS Agent free?

The server is open source under the MIT license, so running it is free. It needs credentials (NEO4J_PASSWORD and AURA_API_CLIENT_SECRET) for the service it connects to, which may require a paid account.

Is Neo4j GDS Agent actively maintained?

The most recent commit was on Oct 12, 2026. The latest release is v1.1.0, published Oct 12, 2026. appsgit only lists MCP servers with a commit in the last six months.