Florentine-ai MCP Server

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

Packages and local setup

The published npm package is @florentine-ai/mcp, version 0.2.1. Its declared MCP transport is stdio.

The package declares FLORENTINE_TOKEN (required): Your Florentine.ai API key, get it from https://florentine.ai/dashboard; LLM_SERVICE: The LLM service to use, one of 'openai', 'anthropic', 'google' or 'deepseek' (must only be provided if you did not set it in your Florentine.ai account); LLM_KEY: Your API key for the LLM service (must only be provided if you did not set it in your Florentine.ai account); SESSION_ID: Session ID for maintaining server-side context across requests; RETURN_TYPES: Stringified JSON array of return types for the response; REQUIRED_INPUTS: Stringified JSON array of values for required inputs keys.

This package has launch arguments in its registry record. Use the maintainer’s configuration for those arguments rather than launching it with only the package name.

Before connecting

Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.

Project and source

View the publisher’s registry entry · Project repository. This profile uses version 0.2.1 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.

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