mcp

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

stdio v0.2.1

Connection Configuration

Add this to your AI agent's MCP config file to connect.

Run in your terminal:

claude mcp add io.github.florentine-ai--mcp -- npx

Transport

stdio

Authentication

None

Version

v0.2.1

Server Name

io.github.florentine-ai/mcp

Last Updated

Oct 7, 2025

How to install and connect this MCP server.

Environment variables you must provide when running this server.

Variable	Description	Required
`FLORENTINE_TOKEN` secret	Your Florentine.ai API key, get it from https://florentine.ai/dashboard	Yes
`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)	Optional
`LLM_KEY` secret	Your API key for the LLM service (must only be provided if you did not set it in your Florentine.ai account)	Optional
`SESSION_ID`	Session ID for maintaining server-side context across requests	Optional
`RETURN_TYPES`	Stringified JSON array of return types for the response	Optional
`REQUIRED_INPUTS`	Stringified JSON array of values for required inputs keys	Optional