M

Mongodb Lens

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.
3 points
145

What is MongoDB Lens?

MongoDB Lens is a tool that allows users to interact with MongoDB databases through natural language. It supports functions such as querying, aggregation, and performance optimization, helping you manage and analyze data more efficiently.

How to use MongoDB Lens?

After installation, simply connect to your MongoDB instance and start using it by entering queries in natural language.

Use cases

MongoDB Lens is very suitable for data analysts and developers who need to perform quick queries, optimize performance, or conduct complex data analysis.

Main Features

Query dataBuild complex query conditions through natural language.
Aggregate dataUse aggregation pipelines to group and statistics data.
Create a collectionDynamically create new collections for storing data.
Delete a collectionSafely delete collections that are no longer needed (confirmation required).
Create an indexCreate indexes for commonly used query fields to improve performance.
Analyze query patternsIdentify common query patterns and provide optimization suggestions.

Advantages and Limitations

Advantages
Simplify complex database operations through natural language.
Support various advanced functions such as aggregation and index optimization.
Provide comprehensive security mechanisms to protect sensitive data.
Easy to integrate into existing systems.
Limitations
Requires a certain foundation in MongoDB to fully utilize its potential.
Some advanced functions may require additional configuration.
May affect performance for large - scale data sets.

How to Use

Install MongoDB Lens
You can quickly install MongoDB Lens using npx, Docker, or other methods.
Connect to a MongoDB instance
Connect to a MongoDB instance by configuring a file or directly specifying the connection string.
Start querying
Enter a natural language query, for example, 'List all users'.

Usage Examples

List all databasesShow how to get all databases in the current MongoDB instance.
Query the top 5 movies with the highest ratingsDemonstrate how to filter out the most popular movies based on ratings.

Frequently Asked Questions

How to ensure data security?
Does it support connecting to multiple MongoDB instances?
How to disable dangerous operations?

Related Resources

MongoDB Lens official documentation
Complete documentation for MongoDB Lens.
MongoDB official website
The official website of MongoDB.
MongoDB Lens GitHub repository
The open - source code repository for MongoDB Lens.
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "mongodb-lens": {
      "command": "/path/to/npx",
      "args": [
        "-y",
        "mongodb-lens@latest",
        "mongodb://your-connection-string"
      ]
    }
  }
}

{
  "mcpServers": {
    "mongodb-lens": {
      "command": "docker",
      "args": [
        "run", "--rm", "-i",
        "--network=host",
        "--pull=always",
        "furey/mongodb-lens",
        "mongodb://your-connection-string"
      ]
    }
  }
}

{
  "mcpServers": {
    "mongodb-lens": {
      "command": "/path/to/node",
      "args": [
        "/path/to/mongodb-lens.js",
        "mongodb://your-connection-string"
      ]
    }
  }
}

{
  "mcpServers": {
    "mongodb-lens": {
      "command": "docker",
      "args": [
        "run", "--rm", "-i",
        "--network=host",
        "mongodb-lens",
        "mongodb://your-connection-string"
      ]
    }
  }
}

{
  "mcpServers": {
    "mongodb-lens": {
      "command": "/path/to/npx",
      "args": [
        "-y",
        "mongodb-lens@latest"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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