mcp and mongodb-atlas-mcp-server
These two tools are complementary in the "mongodb-mcp-servers" category; one provides a natural language interface for MongoDB aggregations, while the other offers an MCP server specifically for interacting with the MongoDB Atlas API.
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-atlas-mcp-server
montumodi/mongodb-atlas-mcp-server
MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client
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