MCP MongoDB Integration
by the-sukhsingh
This project demonstrates the integration of MongoDB with the Model Context Protocol (MCP) to provide AI assistants with database interaction capabilities. It consists of an MCP MongoDB Server and a client-side Gemini integration.
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What is MCP MongoDB Integration?
This project is an integration of MongoDB with the Model Context Protocol (MCP), enabling AI assistants to interact with a MongoDB database. It includes an MCP server that exposes MongoDB operations as tools and a client-side application that uses Google's Gemini AI to interact with these tools through a terminal-based chatbot.
How to use MCP MongoDB Integration?
To use this project, first set up the MCP MongoDB server by installing dependencies, configuring the MongoDB connection URI and database name in a .env file, and starting the server. Then, set up the client-side application by installing dependencies, configuring the Gemini API key in a .env file, and starting the client. You can then interact with MongoDB through the chat interface by typing queries, and the AI will use the MongoDB tools to fulfill your requests.
Key features of MCP MongoDB Integration
MongoDB Integration: Full CRUD operations exposed as MCP tools
MCP Server: Implements the Model Context Protocol for AI tool use
Gemini AI Integration: Connects to Google's Gemini models
Terminal Chatbot: Interactive chat interface for database operations
Use cases of MCP MongoDB Integration
Building AI assistants that can query and manipulate data in MongoDB
Creating chatbots that can answer questions based on data stored in MongoDB
Automating database tasks using AI
Integrating MongoDB with other AI-powered applications
FAQ from MCP MongoDB Integration
What is MCP?
What is MCP?
Model Context Protocol (MCP) is a protocol for enabling AI models to use external tools.
What is MongoDB?
What is MongoDB?
MongoDB is a NoSQL document database.
What is Gemini AI?
What is Gemini AI?
Gemini AI is a family of generative AI models developed by Google.
What MongoDB operations are available?
What MongoDB operations are available?
The MCP server exposes a variety of operations, including findDocuments, insertOneDocument, updateOneDocument, deleteOneDocument, and aggregateDocuments.
How do I contribute to this project?
How do I contribute to this project?
Feel free to contribute to this project by opening issues or submitting pull requests.