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Florentine AI MCP Server

by florentine-ai Your server? Claim it
local only

Florentine AI runs on your own machine — the client starts it, so there is no endpoint to ping. 22 733 installs a week from npm. Last commit 9 Mar 2026.

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

Installs per day peak 21 292 · avg 820 · +34874% w/w
a month agotoday
22 733
Installs / week
npm · @florentine-ai/mcp
6
Stars
0 open issues
9 Mar 2026
Last commit
no releases in 90 days
MIT
License
TypeScript

Nothing serious here today

Today is the operative word: we check Florentine AI every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add mcp -e 'FLORENTINE_TOKEN=<FLORENTINE_TOKEN>' -- npx -y @florentine-ai/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<FLORENTINE_TOKEN>"
      }
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp]
command = "npx"
args = ["-y", "@florentine-ai/mcp"]
env = { FLORENTINE_TOKEN = "<FLORENTINE_TOKEN>" }
.cursor/mcp.json
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<FLORENTINE_TOKEN>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<FLORENTINE_TOKEN>"
      }
    }
  }
}

Put your own value in place of <FLORENTINE_TOKEN> (Your Florentine.ai API key, get it from https://florentine.ai/dashboard). The author’s registry entry marks it as required.

Optional settings from the registry entry, left out of the block above: 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).

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Florentine AI — questions

Answers built from our own checks of this server.

Why is there no uptime for Florentine AI?
Florentine AI runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @florentine-ai/mcp was installed 22 733 times last week.
How do I connect Florentine AI?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls @florentine-ai/mcp straight from npm; nothing to host, nothing to sign up for.
How many people use Florentine AI?
The npm package @florentine-ai/mcp was installed 22 733 times in the last week. Week over week that is +34874%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Florentine AI open source?
Yes — it is published under the MIT licence, written in TypeScript and 6 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.