Cube MCP Server

A Model Context Protocol (MCP) server that provides chat functionality with Cube's AI agent for analytics and data exploration.

Features

This MCP server provides:

Tools

• chat: Chat with Cube AI agent for analytics and data exploration (streams real-time responses)

MCP Client Configuration

Cursor or Claude Desktop Configuration

For Cursor and Claude Desktop, add this to your MCP settings:

For Internal Cube Cloud Users

{
  "mcpServers": {
    "cube-mcp-server": {
      "command": "npx",
      "args": ["@cube-dev/mcp-server"],
      "env": {
        "CUBE_CHAT_API_URL": "https://ai.{cloudRegion}.cubecloud.dev/api/v1/public/{accountName}/agents/{agentId}/chat/stream-chat-state",
        "CUBE_API_KEY": "your_api_key_here",
        "INTERNAL_USER_ID": "[email protected]"
      }
    }
  }
}

For External Users

{
  "mcpServers": {
    "cube-mcp-server": {
      "command": "npx",
      "args": ["@cube-dev/mcp-server"],
      "env": {
        "CUBE_CHAT_API_URL": "https://ai.{cloudRegion}.cubecloud.dev/api/v1/public/{accountName}/agents/{agentId}/chat/stream-chat-state",
        "CUBE_API_KEY": "your_api_key_here",
        "EXTERNAL_USER_ID": "user-123"
      }
    }
  }
}

Obtaining Credentials

• CUBE_CHAT_API_URL - Copy the complete Chat API URL from Admin → Agents → Click on Agent → Chat API URL field. This is the full endpoint URL for your agent.
• CUBE_API_KEY - Navigate to Admin → Agents → Click on Agent → Enable API Key.
• User Identity (choose one):
  • INTERNAL_USER_ID - Email address of an existing Cube Cloud user. Use this for internal team members who already have Cube Cloud accounts. The user's existing permissions and settings will be used.
  • EXTERNAL_USER_ID - A unique identifier for external/third-party users (e.g., "user-123", "[email protected]"). Use this when you need to provide custom user attributes, groups, or row-level security settings.

Cube Chat Examples

Ask questions like "Show me revenue trends" or "What are our top products?" to get real-time analytics responses with data visualizations and SQL queries.

Architecture

Standard MCP server with tools, resources, and stdio transport. Integrates with Cube's streaming chat API using API key authentication and supports two types of user authentication:

• Internal Users: Existing Cube Cloud users authenticated by their email address. They use their configured permissions and settings from Cube Cloud.
• External Users: Third-party users with custom identifiers, allowing for dynamic user attributes, groups, and row-level security configuration.

Built with @modelcontextprotocol/sdk. The Chat API URL should be copied from your agent settings in the Cube admin panel.