MongoDB
- Databases
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.
Prompts
Interactive templates invoked by user choice
Name | Description |
---|---|
No prompts |
Resources
Contextual data attached and managed by the client
Name | Description |
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No resources |
Tools
Functions exposed to the LLM to take actions
Name | Description |
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No tools |
Server Configuration
Describes the environment variables required to run the server.
Name | Required | Description | Default |
---|---|---|---|
MONGO_URI | Yes | MongoDB connection URI with placeholder values for username, password, host, port, and database |
🗄️ MongoDB MCP Server for LLMS
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.
✨ Features
- 🔍 Collection schema inspection
- 📊 Document querying and filtering
- 📈 Index management
- 📝 Document operations (insert, update, delete)
Demo Video
https://github.com/user-attachments/assets/2389bf23-a10d-49f9-bca9-2b39a1ebe654
🚀 Quick Start
To get started, find your mongodb connection url and add this configuration to your Claude Desktop config file:
MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json
Windows: %APPDATA%/Claude/claude_desktop_config.json
Prerequisites
- Node.js 18+
- npx
- Docker and Docker Compose (for local sandbox testing only)
- MCP Client (Claude Desktop App for example)
Test Sandbox Setup
If you don't have a mongo db server to connect to and want to create a sample sandbox, follow these steps
- Start MongoDB using Docker Compose:
- Seed the database with test data:
Configure Claude Desktop
Add this configuration to your Claude Desktop config file:
MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json
Windows: %APPDATA%/Claude/claude_desktop_config.json
Local Development Mode:
Test Sandbox Data Structure
The seed script creates three collections with sample data:
Users
- Personal info (name, email, age)
- Nested address with coordinates
- Arrays of interests
- Membership dates
Products
- Product details (name, SKU, category)
- Nested specifications
- Price and inventory info
- Tags and ratings
Orders
- Order details with items
- User references
- Shipping and payment info
- Status tracking
🎯 Example Prompts
Try these prompts with Claude to explore the functionality:
Basic Operations
Advanced Queries
Index Management
Document Operations
📝 Available Tools
The server provides these tools for database interaction:
Query Tools
find
: Query documents with filtering and projectionlistCollections
: List available collectionsinsertOne
: Insert a single documentupdateOne
: Update a single documentdeleteOne
: Delete a single document
Index Tools
createIndex
: Create a new indexdropIndex
: Remove an indexindexes
: List indexes for a collection
📜 License
This project is licensed under the MIT License - see the LICENSE file for details.
GitHub Badge
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- Confirm that there are no obvious security issues with dependencies of the server.
- Extract server characteristics such as tools, resources, prompts, and required parameters.
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