MCP cover image

MongoDB的模型上下文协议服务器

2

Github Watches

15

Github Forks

134

Github Stars

MCP MongoDB Server


NPM Version NPM Downloads NPM License smithery badge

A Model Context Protocol server that enables LLMs to interact with MongoDB databases. This server provides capabilities for inspecting collection schemas and executing MongoDB operations through a standardized interface.

Demo

MCP MongoDB Server Demo | Claude Desktop

Key Features

Smart ObjectId Handling

  • Intelligent conversion between string IDs and MongoDB ObjectId
  • Configurable with objectIdMode parameter:
    • "auto": Convert based on field names (default)
    • "none": No conversion
    • "force": Force all string ID fields to ObjectId

Flexible Configuration

  • Environment Variables:
    • MCP_MONGODB_URI: MongoDB connection URI
    • MCP_MONGODB_READONLY: Enable read-only mode when set to "true"
  • Command-line Options:
    • --read-only or -r: Connect in read-only mode

Read-Only Mode

  • Protection against write operations (update, insert, createIndex)
  • Uses MongoDB's secondary read preference for optimal performance
  • Ideal for safely connecting to production databases

MongoDB Operations

  • Read Operations:
    • Query documents with optional execution plan analysis
    • Execute aggregation pipelines
    • Count documents matching criteria
    • Get collection schema information
  • Write Operations (when not in read-only mode):
    • Update documents
    • Insert new documents
    • Create indexes

LLM Integration

  • Collection completions for enhanced LLM interaction
  • Schema inference for improved context understanding
  • Collection analysis for data insights

Installation

Global Installation

npm install -g mcp-mongo-server

For Development

# Clone repository
git clone https://github.com/kiliczsh/mcp-mongo-server.git
cd mcp-mongo-server

# Install dependencies
npm install

# Build
npm run build

# Development with auto-rebuild
npm run watch

Usage

Basic Usage

# Start server with MongoDB URI
npx -y mcp-mongo-server mongodb://muhammed:kilic@localhost:27017/database

# Connect in read-only mode
npx -y mcp-mongo-server mongodb://muhammed:kilic@localhost:27017/database --read-only

Environment Variables

You can configure the server using environment variables, which is particularly useful for CI/CD pipelines, Docker containers, or when you don't want to expose connection details in command arguments:

# Set MongoDB connection URI
export MCP_MONGODB_URI="mongodb://muhammed:kilic@localhost:27017/database"

# Enable read-only mode
export MCP_MONGODB_READONLY="true"

# Run server (will use environment variables if no URI is provided)
npx -y mcp-mongo-server

Using environment variables in Claude Desktop configuration:

{
  "mcpServers": {
    "mongodb-env": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server"
      ],
      "env": {
        "MCP_MONGODB_URI": "mongodb://muhammed:kilic@localhost:27017/database",
        "MCP_MONGODB_READONLY": "true"
      }
    }
  }
}

Using environment variables with Docker:

docker run -e MCP_MONGODB_URI="mongodb://muhammed:kilic@localhost:27017/database" \
           -e MCP_MONGODB_READONLY="true" \
           mcp-mongo-server

Integration with Claude Desktop

Manual Configuration

Add the server configuration to Claude Desktop's config file:

MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%/Claude/claude_desktop_config.json

Command-line Arguments Approach:

{
  "mcpServers": {
    "mongodb": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server",
        "mongodb://muhammed:kilic@localhost:27017/database"
      ]
    },
    "mongodb-readonly": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server",
        "mongodb://muhammed:kilic@localhost:27017/database",
        "--read-only"
      ]
    }
  }
}

Environment Variables Approach:

{
  "mcpServers": {
    "mongodb": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server"
      ],
      "env": {
        "MCP_MONGODB_URI": "mongodb://muhammed:kilic@localhost:27017/database"
      }
    },
    "mongodb-readonly": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server"
      ],
      "env": {
        "MCP_MONGODB_URI": "mongodb://muhammed:kilic@localhost:27017/database",
        "MCP_MONGODB_READONLY": "true"
      }
    }
  }
}

GitHub Package Usage:

{
  "mcpServers": {
    "mongodb": {
      "command": "npx",
      "args": [
        "-y",
        "github:kiliczsh/mcp-mongo-server",
        "mongodb://muhammed:kilic@localhost:27017/database"
      ]
    },
    "mongodb-readonly": {
      "command": "npx",
      "args": [
        "-y",
        "github:kiliczsh/mcp-mongo-server",
        "mongodb://muhammed:kilic@localhost:27017/database",
        "--read-only"
      ]
    }
  }
}

Integration with Windsurf and Cursor

The MCP MongoDB Server can be used with Windsurf and Cursor in a similar way to Claude Desktop.

Windsurf Configuration

Add the server to your Windsurf configuration:

{
  "mcpServers": {
    "mongodb": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server",
        "mongodb://muhammed:kilic@localhost:27017/database"
      ]
    }
  }
}

Cursor Configuration

For Cursor, add the server configuration to your settings:

{
  "mcpServers": {
    "mongodb": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-mongo-server",
        "mongodb://muhammed:kilic@localhost:27017/database"
      ]
    }
  }
}

You can also use the environment variables approach with both Windsurf and Cursor, following the same pattern shown in the Claude Desktop configuration.

Automated Installation

Using Smithery:

npx -y @smithery/cli install mcp-mongo-server --client claude

Using mcp-get:

npx @michaellatman/mcp-get@latest install mcp-mongo-server

Available Tools

Query Operations

  • query: Execute MongoDB queries

    {
      collection: "users",
      filter: { age: { $gt: 30 } },
      projection: { name: 1, email: 1 },
      limit: 20,
      explain: "executionStats"  // Optional
    }
    
  • aggregate: Run aggregation pipelines

    {
      collection: "orders",
      pipeline: [
        { $match: { status: "completed" } },
        { $group: { _id: "$customerId", total: { $sum: "$amount" } } }
      ],
      explain: "queryPlanner"  // Optional
    }
    
  • count: Count matching documents

    {
      collection: "products",
      query: { category: "electronics" }
    }
    

Write Operations

  • update: Modify documents

    {
      collection: "posts",
      filter: { _id: "60d21b4667d0d8992e610c85" },
      update: { $set: { title: "Updated Title" } },
      upsert: false,
      multi: false
    }
    
  • insert: Add new documents

    {
      collection: "comments",
      documents: [
        { author: "user123", text: "Great post!" },
        { author: "user456", text: "Thanks for sharing" }
      ]
    }
    
  • createIndex: Create collection indexes

    {
      collection: "users",
      indexes: [
        {
          key: { email: 1 },
          unique: true,
          name: "email_unique_idx"
        }
      ]
    }
    

System Operations

  • serverInfo: Get MongoDB server details
    {
      includeDebugInfo: true  // Optional
    }
    

Debugging

Since MCP servers communicate over stdio, debugging can be challenging. Use the MCP Inspector for better visibility:

npm run inspector

This will provide a URL to access the debugging tools in your browser.

License

This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

相关推荐

  • https://suefel.com
  • Latest advice and best practices for custom GPT development.

  • Yusuf Emre Yeşilyurt
  • I find academic articles and books for research and literature reviews.

  • https://maiplestudio.com
  • Find Exhibitors, Speakers and more

  • Carlos Ferrin
  • Encuentra películas y series en plataformas de streaming.

  • Joshua Armstrong
  • Confidential guide on numerology and astrology, based of GG33 Public information

  • Alexandru Strujac
  • Efficient thumbnail creator for YouTube videos

  • Emmet Halm
  • Converts Figma frames into front-end code for various mobile frameworks.

  • Elijah Ng Shi Yi
  • Advanced software engineer GPT that excels through nailing the basics.

  • lumpenspace
  • Take an adjectivised noun, and create images making it progressively more adjective!

  • Lists Tailwind CSS classes in monospaced font

  • https://appia.in
  • Siri Shortcut Finder – your go-to place for discovering amazing Siri Shortcuts with ease

  • apappascs
  • 发现市场上最全面,最新的MCP服务器集合。该存储库充当集中式枢纽,提供了广泛的开源和专有MCP服务器目录,并提供功能,文档链接和贡献者。

  • ShrimpingIt
  • MCP系列GPIO Expander的基于Micropython I2C的操作,源自ADAFRUIT_MCP230XX

  • Mintplex-Labs
  • 带有内置抹布,AI代理,无代理构建器,MCP兼容性等的多合一桌面和Docker AI应用程序。

  • ravitemer
  • 一个功能强大的Neovim插件,用于管理MCP(模型上下文协议)服务器

  • jae-jae
  • MCP服务器使用剧作《无头浏览器》获取网页内容。

  • patruff
  • Ollama和MCP服务器之间的桥梁,使本地LLMS可以使用模型上下文协议工具

  • pontusab
  • 光标与风浪冲浪社区,查找规则和MCP

  • WangRongsheng
  • 🧑‍🚀 llm 资料总结(数据处理、模型训练、模型部署、 o1 模型、mcp 、小语言模型、视觉语言模型)|摘要世界上最好的LLM资源。

  • n8n-io
  • 具有本机AI功能的公平代码工作流程自动化平台。将视觉构建与自定义代码,自宿主或云相结合,400+集成。

    Reviews

    1 (1)
    Avatar
    user_AfIUauy8
    2025-04-17

    I've been using mcp-mongo-server for a while now and it has significantly streamlined my workflow. Created by kiliczsh, this server is incredibly reliable and well-documented. The seamless integration with MongoDB is a game-changer, allowing me to manage my databases efficiently. Highly recommend checking it out at https://github.com/kiliczsh/mcp-mongo-server.