Florentine AI MCP Server

by florentine-aiio.github.florentine-ai/mcpv0.2.1

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

6Node.jsstdioofficial registry

context tax

queued

security

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cold start

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freshness

Stale7mo ago

Install Florentine AI MCP server

claude mcp add florentine-ai -e FLORENTINE_TOKEN='<florentine-token>' -e LLM_KEY='<llm-key>' -- npx -y @florentine-ai/mcp --mode static

{
  "mcpServers": {
    "florentine-ai": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp",
        "--mode",
        "static"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<florentine-token>",
        "LLM_KEY": "<llm-key>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "florentine-ai": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp",
        "--mode",
        "static"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<florentine-token>",
        "LLM_KEY": "<llm-key>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "florentine-ai": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp",
        "--mode",
        "static"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<florentine-token>",
        "LLM_KEY": "<llm-key>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "florentine-ai": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp",
        "--mode",
        "static"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<florentine-token>",
        "LLM_KEY": "<llm-key>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
FLORENTINE_TOKEN	yes	yes	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	—	yes	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

Freshness

Stale — last maintenance signal 7mo ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-03-09 · 7mo ago · GitHub
Latest release
2026-03-09 · 7mo ago · GitHub · v1.0.0
Package published
no data · npm/PyPI
Registry entry updated
2025-10-07 · 12mo ago · official registry · v0.2.1

FAQ

›How do I install the Florentine AI MCP server in Claude Code?

Run: claude mcp add florentine-ai -e FLORENTINE_TOKEN='<florentine-token>' -e LLM_KEY='<llm-key>' -- npx -y @florentine-ai/mcp --mode static. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Florentine AI require an API key?

Yes. It expects FLORENTINE_TOKEN, LLM_KEY, of which 2 are secrets.

›Can I use Florentine AI as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Florentine AI in the official MCP registry?

Yes, as io.github.florentine-ai/mcp.