The MCP MongoDB Server is a model context protocol service that allows LLMs to interact with MongoDB databases, providing functions such as collection schema checking, query execution, and intelligent ID handling, and supporting read - only mode and security configuration.

MongoDB Lens is a local MCP server that enables comprehensive operations on MongoDB databases, including querying, aggregation, and performance optimization, through interaction with LLM in natural language.

A MongoDB - based Model Context Protocol (MCP) server that provides database interaction capabilities for LLMs

An MCP server that provides read-only access to MongoDB databases and supports various query and analysis functions

A high - performance MCP server that provides an efficient knowledge interface between LLMs and MongoDB, supporting small context window optimization and multiple domain data models.

This project is a Mongo MCP server built on Spring Boot AI, used to connect to local MongoDB instances and expose database operations through callable tools, and supports testing through MCP clients.

A community-maintained MongoDB MCP server that provides read-only access to MongoDB databases, supporting collection schema checking and aggregation pipeline execution.

A document retrieval system based on MongoDB Atlas vector search and Voyage AI embedding technology, supporting semantic search and text matching, including document chunking, embedding generation, and storage functions.

A MongoDB Atlas management tool that provides MCP interface management for clusters, users, and network access

An MCP server that provides email processing functions, integrates MongoDB semantic search and SQLite for efficient storage, and supports Outlook email processing, vector embedding generation, and multi - email account management.

A MongoDB server based on the Model Context Protocol (MCP) that allows LLMs to interact directly with MongoDB databases, supporting operations such as querying, schema inspection, and data management.

A to-do list server based on FastMCP for the Swarmonomicon project. It receives and stores to-do list items in MongoDB for processing by worker nodes.

An MCP server that provides email processing capabilities, integrating MongoDB semantic search and SQLite efficient storage

This project encapsulates MongoDB database operations as an AI tool through the MCP protocol, enabling interactive terminal operations between Gemini AI and MongoDB.

A server implementing the MCP protocol that allows AI assistants to interact with MongoDB Atlas resources through natural language

MongTap is a MongoDB-compatible server based on the MCP protocol that generates simulated data through statistical modeling technology without actual storage, providing database operation functions for LLMs

This project provides a middleware/control plane (MCP) server that allows code agents to securely execute queries on multiple databases while protecting database credentials. It manages connection configurations through an SQLite database, supports databases such as PostgreSQL, MySQL, MongoDB, and Oracle, and provides integration tools with AI agents such as Gemini and Claude.

This is an MCP protocol-based MongoDB query server for querying collection documents in MongoDB databases.

The MongoDB MCP Server is a service that allows LLMs to directly interact with MongoDB databases, supporting querying collections, checking schemas, and managing data.

A database operation server that supports MySQL and MongoDB, providing a standardized database interface for AI models