mongodb-mcp
MongoDB MCP Server
2
Github Watches
2
Github Forks
3
Github Stars
MongoDB MCP Server
A Model Context Protocol server that provides read-only access to MongoDB databases through standardized MCP tools and resources.
Overview
This MongoDB MCP server enables AI assistants to directly query and analyze MongoDB databases without write access, maintaining data safety while providing powerful data exploration capabilities.
Features
MongoDB Operations
- Database Exploration: List databases and collections
- Schema Discovery: Infer collection schemas from sample documents
- Querying: Execute MongoDB queries with filtering, projection, sorting, and limiting
- Aggregation: Run read-only aggregation pipelines with safety validation
- Text Search: Perform full-text search on collections with text indexes
- Geospatial Queries: Find locations near points, within polygons, or intersecting geometries
- Document Operations: Count documents, sample random documents, find documents by IDs
- Data Analysis: Get collection statistics, index information, and query execution plans
- Performance Insights: Examine query execution plans to optimize performance
- Data Exploration: Get distinct values, field distributions, and data samples
- Format Conversion: Export query results as JSON or CSV formats
Enhanced Capabilities
- Schema Inference: Automatically detect data types and structure from documents
- Visualization Hints: Intelligent suggestions for data visualization based on result content
- Safety Validation: Prevents write operations in aggregation pipelines
- Example-Rich Documentation: Each tool includes detailed examples in its description
Requirements
Environment Variables
-
MONGODB_URI(required): MongoDB connection string with authentication if needed -
MONGODB_DEFAULT_DATABASE(optional): Default database name when not specified in queries
Prerequisites
- Network access to MongoDB server
- Authentication credentials if required by MongoDB instance
- Appropriate read permissions on target databases
Installation
Building from Source
Install dependencies:
npm install
Build the server:
npm run build
For development with auto-rebuild:
npm run watch
Integration with Claude Desktop
To use with Claude Desktop, add the server configuration:
On MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%/Claude/claude_desktop_config.json
{
"mcpServers": {
"mongodb": {
"command": "/path/to/mongodb-server/build/index.js",
"env": {
"MONGODB_URI": "mongodb://username:password@hostname:port/database",
"MONGODB_DEFAULT_DATABASE": "your_default_db"
}
}
}
}
Integration with Claude Web
For Claude Web via the MCP Chrome extension, add configuration to Cline MCP settings:
{
"mcpServers": {
"mongodb": {
"command": "node",
"args": ["/path/to/mongodb-server/build/index.js"],
"env": {
"MONGODB_URI": "mongodb://username:password@hostname:port/database",
"MONGODB_DEFAULT_DATABASE": "your_default_db"
}
}
}
}
Integration with Claude Code
To use with Claude Code, use the following commands:
cd /path/to/my/project
claude mcp add mongo-server /path/to/mongodb-mcp/build/index.js -e "MONGODB_URI=mongodb://user@password:27017/dbname?authSource=authDbName" -e MONGO_DEFAULT_DATABASE=dbname
Make sure to replace the placeholders with your actual MongoDB connection string and default database name.
If configured correctly, you should see the following when you run claude:
╭───────────────────────────────────────────────────────╮
│ ✻ Welcome to Claude Code research preview! │
│ │
│ /help for help │
│ │
│ cwd: <path-to-project-directory> │
│ │
│ ─────────────────────────────────────────────────── │
│ │
│ MCP Servers: │
│ │
│ • mongo-server connected │
╰───────────────────────────────────────────────────────╯
If you run into issues, see the Claude Code documentation.
Security Considerations
- This server provides read-only access by design
- Connection strings may contain sensitive authentication information
- Store connection strings securely in environment variables
- Use a MongoDB user with read-only permissions
Debugging
Since MCP servers communicate over stdio, debugging can be challenging. Use the MCP Inspector, which is available as a package script:
npm run inspector
The Inspector will provide a URL to access debugging tools in your browser.
相关推荐
I craft unique cereal names, stories, and ridiculously cute Cereal Baby images.
I find academic articles and books for research and literature reviews.
Evaluator for marketplace product descriptions, checks for relevancy and keyword stuffing.
Confidential guide on numerology and astrology, based of GG33 Public information
Advanced software engineer GPT that excels through nailing the basics.
Emulating Dr. Jordan B. Peterson's style in providing life advice and insights.
Your go-to expert in the Rust ecosystem, specializing in precise code interpretation, up-to-date crate version checking, and in-depth source code analysis. I offer accurate, context-aware insights for all your Rust programming questions.
Converts Figma frames into front-end code for various mobile frameworks.
Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Micropython I2C-based manipulation of the MCP series GPIO expander, derived from Adafruit_MCP230xx
🧑🚀 全世界最好的LLM资料总结(Agent框架、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.
Mirror ofhttps://github.com/agentience/practices_mcp_server
Reviews
user_bEscJicR
As a devoted user of MCP Filesystem, I must say it has greatly enhanced my workflows with its reliability and efficiency. Gabrielmaialva33 has created an outstanding product that's intuitive and powerful. If you're looking for a seamless file management experience, MCP Filesystem is a must-try! Check it out here: https://mcp.so/server/mcp-filesystem/gabrielmaialva33