MCP ServerSTDIOOfficialv0.2.1

mcp MCP Server

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

io.github.florentine-ai/mcp

Hosted URL

https://github.com/florentine-ai/mcp

Transport

STDIO

Auth

1 required env var

Connect to mcp

Hosted endpoint — paste into any MCP client.

https://github.com/florentine-ai/mcp

Configuration this server reads at startup.

FLORENTINE_TOKENRequiredSecret
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_KEYSecret
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

Where to find authoritative docs and source for mcp.

Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.

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An MCP server that provides persistent multimodal context storage for LLM agents.

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