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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. 4 409 installs a week from npm. Last commit 9 Mar 2026.

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

Installs per day peak 750 · avg 631 · +135% w/w
a month agotoday
4 409
Installs / week
npm · @florentine-ai/mcp
6
Stars
0 open issues
9 Mar 2026
Last commit
0 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 -- npx -y @florentine-ai/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp": {
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "command": "npx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp]
command = "npx"
args = ["-y", "@florentine-ai/mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "mcp": {
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "command": "npx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "mcp": {
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "command": "npx"
    }
  }
}

This one needs environment variables set before it will start: FLORENTINE_TOKEN (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). The author declared them in the registry entry; get the values from the project itself.

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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 4 409 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 with the file path 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 4 409 times in the last week. Week over week that is +135%. 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.