M

Mongodb Developer Mongodb MCP Server

Certified
An MCP server that provides read-only access to MongoDB, supporting collection schema inspection and aggregation pipeline execution.
2 points
13

What is the MongoDB MCP Server?

The MongoDB MCP server is a read-only tool that allows users to query MongoDB databases by executing aggregation pipelines and examining collection schemas. It is designed to provide data insights for large language models (LLMs).

How to Use the MongoDB MCP Server?

Users can access the database by configuring the connection string and running aggregation queries. You can start querying and analyzing data in just a few steps.

Use Cases

Suitable for teams that need to quickly query MongoDB data, generate statistical reports, or conduct data analysis.

Main Features

Execute Aggregation QueriesAllows users to build complex data queries based on the MongoDB aggregation framework.
Get Query PlanDisplays the execution plan of an aggregation query to help optimize performance.
Automatically Infer Collection SchemaAutomatically generates inferences about fields and data types based on sample data in the collection.

Advantages and Limitations

Advantages
No need to modify the database, only read-only operations are supported.
Built-in security restrictions, such as a default maximum result set of 1000 records.
Supports multiple query options, such as timeout control and disk usage permission.
Automatically infers collection schemas, simplifying the data exploration process.
Limitations
Only read-only access is supported, and write operations cannot be performed.
Performance may be affected by the amount of data, especially for unoptimized queries.
Users need to have certain MongoDB knowledge to use it efficiently.

How to Use the MongoDB MCP Server

Install Dependencies
Ensure that the Node.js environment is installed, and run `npm install` to install the required MCP server modules.
Configure the Connection String
Edit the configuration file `claude_desktop_config.json` and add MongoDB connection information.
Run the Server
Start the MCP server and listen for requests from the model.

Usage Examples

User Statistics by CityGroup users in specific cities and calculate the average age.
Order Total StatisticsSummarize the total order amount for each customer.

Frequently Asked Questions

How to set the MongoDB connection string?
Does the MCP server support write operations?
How to optimize query performance?

Related Resources

MongoDB Official Documentation
Comprehensive documentation provided by MongoDB officially.
MCP Server GitHub Repository
The open-source code repository for the MCP server.
MongoDB Query Best Practices
Tips for optimizing MongoDB queries.
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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