MongoDB MCP Server

The MongoDB MCP Server is the official implementation of the Model Context Protocol (MCP) designed to enable AI agents and large language models (LLMs) to interact with MongoDB databases using natural language. It connects various MongoDB deployments (Atlas, Community Edition, Enterprise Advanced) to MCP-supported AI clients such as Cursor, GitHub Copilot, and Claude Desktop. The server provides a rich set of tools for data exploration, database operations (including querying, indexing, and CRUD operations), Atlas management tasks, and performance optimization via integrated Performance Advisor tools. The current stable version is 1.9.0, with a cadence of frequent pre-releases and regular minor version updates. Key differentiators include its seamless integration with MongoDB Atlas, support for local Atlas deployments (requiring Docker), a simplified setup utility (`npx mongodb-mcp-server setup`), and advanced features like automatic vector embedding generation when configured with a Voyage AI API key.