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

The MongoDB MCP server is a bridge connecting LLMs and MongoDB, supporting CRUD operations through natural language, including tools such as query and index management, and supporting SSE communication.

A to-do item server based on FastMCP for the Swarmonomicon project. It receives requests through FastMCP and stores tasks in MongoDB for processing by Swarmonomicon workers.

An MCP server designed for MongoDB, providing a simple query interface, supporting local integration and command-line tools, and currently only supporting read-only operations.

An MCP server integrated with MongoDB, designed specifically for recording and analyzing LLM security challenges, supporting AI security testing in the Grey Swan Arena competition.

QueryNest is a MongoDB multi-instance query service based on the MCP protocol. It provides intelligent database structure discovery, semantic analysis, and natural language query generation functions, supporting multi-instance management, security control, and performance optimization.

This project implements a MongoDB service interface based on the MCP protocol, providing standardized operations such as collection management and document query, supporting database functions like filtering and projection, and including secure connection and logging mechanisms.

An MCP server that provides read-only access to MongoDB, supporting collection schema inspection and aggregation pipeline execution.

A to-do item server based on FastMCP, used for the Swarmonomicon project. It receives requests through FastMCP and stores to-do items in MongoDB for processing by the Swarmonomicon workers.

A MongoDB Model Context Protocol (MCP) server that allows LLMs to directly interact with MongoDB databases, supporting querying, schema inspection, index management, and document operations.

AI and MongoDB integrated MCP server project based on Spring Boot

An MCP service project using MongoDB, running a specific version of the server via the npx command

MongoDB connection and query service

An implementation of an MCP server that operates multiple databases using natural language. Currently, it supports MongoDB, and more database types will be added in the future.

The MongoDB MCP server provides database structure analysis and AI - assisted query generation functions

A Todo application based on natural language processing that uses the Google Gemini API to parse commands, MongoDB to store data, and achieves real-time updates through the MCP protocol.

An MCP protocol server that supports database connection and query for MySQL, Redis, and MongoDB, providing multiple security modes and a user - friendly operation interface

A database service implementing the MCP protocol that supports interaction with multiple databases through natural language. Currently, it mainly supports MongoDB, and databases such as PostgreSQL will be added in the future.

A key-value storage MCP server based on unjs/unstorage, supporting multiple storage drivers such as memory, file system, Redis, HTTP server, and MongoDB, and providing rich storage operation tools.

This is a database operation server that supports MySQL and MongoDB, providing a standardized database interaction interface for AI models, including various database management tools and secure connection functions.

An MCP server designed for the Indian stock market (NSE/BSE), integrating MongoDB and the Alpha Vantage API, providing portfolio analysis, stock recommendations, and market trend insights services.