mcp and mongodb-mcp

These two tools are competitors, as both appear to be independent implementations of an MCP (MongoDB Community Project) server for MongoDB.

mcp
51
Established
mongodb-mcp
41
Emerging
Maintenance 10/25
Adoption 4/25
Maturity 24/25
Community 13/25
Maintenance 6/25
Adoption 4/25
Maturity 16/25
Community 15/25
Stars: 6
Forks: 2
Downloads: —
Commits (30d): 0
Language: TypeScript
License: MIT
Stars: 8
Forks: 4
Downloads: —
Commits (30d): 0
Language: JavaScript
License: MIT
No risk flags
No Package No Dependents

About mcp

florentine-ai/mcp

MCP server for Florentine.ai - Natural language to MongoDB aggregations

Implements an MCP server bridging Claude Desktop and other AI agents to MongoDB/MySQL through natural language, handling query translation, schema exploration, and semantic vector search with built-in multi-tenant data isolation. Supports both static configuration (for existing MCP clients) and dynamic modes, with bring-your-own-LLM-key architecture compatible with OpenAI, Google, Anthropic, and Deepseek providers.

About mongodb-mcp

jonfreeland/mongodb-mcp

MongoDB MCP Server

This project allows AI assistants to safely explore and analyze data stored in MongoDB databases. It takes natural language queries from an AI assistant, translates them into MongoDB operations, and returns structured data (like JSON or CSV) or insights about your database. It's designed for data analysts, business intelligence professionals, or anyone who uses AI assistants to understand complex datasets.

data-analysis business-intelligence database-exploration AI-assistant-integration data-querying

Related comparisons

mcp and mongodb-mcp-server mcp and airtable-mcp-server mcp and mcp-mongo-server mcp and mcp-server-arangodb mcp and mcp-baserow mcp and mongodb-atlas-mcp-server

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