MongoDB MCP Server
by mongodb-developer
The MongoDB MCP Server provides read-only access to MongoDB databases, enabling LLMs to inspect collection schemas and execute aggregation pipelines. It facilitates interaction between LLMs and MongoDB data.
Last updated: N/A
What is MongoDB MCP Server?
The MongoDB MCP Server is a Model Context Protocol server designed to allow Large Language Models (LLMs) to interact with MongoDB databases. It provides capabilities to inspect collection schemas and execute aggregation pipelines in a read-only manner.
How to use MongoDB MCP Server?
To use the server, configure it within an application like Claude Desktop by adding the provided JSON configuration to the 'mcpServers' section. Ensure the MONGODB_URI environment variable is set to a valid MongoDB connection string. Then, use the 'aggregate' and 'explain' tools with the required input parameters to query and analyze your MongoDB data.
Key features of MongoDB MCP Server
Read-only access to MongoDB databases
Collection schema inspection
Aggregation pipeline execution
Execution plan analysis
Automatic document limit and timeout for safety
Use cases of MongoDB MCP Server
Enabling LLMs to answer questions based on MongoDB data
Generating insights from MongoDB data using LLMs
Validating data quality using LLMs and aggregation pipelines
Automating data analysis tasks with LLMs
FAQ from MongoDB MCP Server
What is the default document limit?
What is the default document limit?
The default document limit is 1000 if no limit stage is specified in the aggregation pipeline.
What is the default timeout?
What is the default timeout?
The default timeout for all operations is 30 seconds.
Is the server read-only?
Is the server read-only?
Yes, the server provides read-only access to MongoDB databases.
How is the schema inferred?
How is the schema inferred?
The schema is derived from sampling collection documents.
What kind of license does this server use?
What kind of license does this server use?
This MCP server is licensed under the MIT License.