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MongoDB

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from jonfreeland

Provides read-only access to MongoDB databases through standardized MCP tools and resources.

๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅโœ“ VerifiedFreeQuick setup

MongoDB MCP Server

A Model Context Protocol server that provides read-only access to MongoDB databases through standardized MCP tools and resources.

MongoDB Server MCP server

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

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.