Neo4j GDS Agent MCP Server

What the code does

We read the source, 19 h ago · rules 3dff92dd89df

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

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Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

claude mcp add gds-agent -- uvx gds-agent

{
  "mcpServers": {
    "gds-agent": {
      "args": [
        "gds-agent"
      ],
      "command": "uvx"
    }
  }
}

[mcp_servers.gds-agent]
command = "uvx"
args = ["gds-agent"]

{
  "mcpServers": {
    "gds-agent": {
      "args": [
        "gds-agent"
      ],
      "command": "uvx"
    }
  }
}

{
  "mcpServers": {
    "gds-agent": {
      "args": [
        "gds-agent"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: NEO4J_URI (Neo4j connection URI (neo4j:// or neo4j+s://)), NEO4J_USERNAME (Neo4j username), NEO4J_PASSWORD (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 (Aura API client secret), AURA_API_PROJECT_ID (Aura project ID (only if the API client can access multiple projects)). The author declared them in the registry entry; get the values from the project itself.