Florentine Ai MCP Server

The Florentine.ai Model Context Protocol (MCP) Server lets you integrate natural language querying for your MongoDB & MySQL data directly into your custom AI Agent or AI Desktop App. It runs locally over stdio via the published package.

People who work with Florentine and Llm and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in TypeScript.

VERIFIED ACTIVE

LAST COMMIT 2026-03-09 · ★ 6 · #50 OF 168 MAINTAINED DATABASE · VERIFIED 2026-09-18

MIT · TypeScript servers · how we verify → /methodology

01 · Install Florentine Ai MCP Server

before you install - you'll need

Set FLORENTINE_TOKEN, LLM_SERVICE, LLM_KEY, SESSION_ID, RETURN_TYPES, REQUIRED_INPUTS before connecting.

Claude Code

claude mcp add florentine-ai-mcp -- npx -y @florentine-ai/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "florentine-ai-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

npm package @florentine-ai/mcp - published under the repo owner's npm scope (@florentine-ai)

registry namespace io.github.florentine-ai is GitHub-verified and matches the repo owner

03 · What Florentine Ai MCP Server can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v1.0.0 · 2026-03-09

Added support for MySQL · Updated possible returnTypes from aggregation, result, answer to query, result, answer · Updated default value for returnTypes to use the settings in frontend of users florentine.ai account…

v0.2.1 · 2025-10-07

Added dynamicAsk example and examples folder · Minor Readme changes

v0.2.0 · 2025-09-25

Refactored server to use FlorentineServer class and moved to src · Added smithery support

04 · Who maintains Florentine Ai MCP Server

mcp is maintained by florentine-ai. It's the only MCP server we track from this author; the repo dates to Sep 2025.

05 · Facts

repository: github.com/florentine-ai/mcp
category: database - ranked #50 of 168 actively-maintained database servers as of 2026-09-18.
registry: io.github.florentine-ai/mcp (active, first published 2025-09-10 · 3 versions)
packages: npm:@florentine-ai/mcp

06 · Florentine Ai MCP Server FAQ

What is Florentine Ai MCP Server?

Is Florentine Ai MCP Server still maintained?

Yes - as of 2026-09-18, its last commit was 2026-03-09. We re-verify nightly.

How do I install Florentine Ai MCP Server?

Run `npx -y @florentine-ai/mcp`. The README documents 6 environment variables (FLORENTINE_TOKEN, LLM_SERVICE, LLM_KEY…) to set first. Set FLORENTINE_TOKEN, LLM_SERVICE, LLM_KEY, SESSION_ID, RETURN_TYPES, REQUIRED_INPUTS before connecting. You can also paste the ready-made client config above.

Does Florentine Ai MCP Server run locally?

Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Florentine Ai MCP Server

Alternatives to Florentine Ai MCP Server

Maintained database servers if Florentine Ai MCP Server isn't the fit.

Pairs well with

Servers that cover what Florentine Ai MCP Server doesn't - only shown when the pairing reason fits the companion.

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