Mcp

Overview

Mcp is a Model Context Protocol server that transforms natural language queries into MongoDB aggregations through Florentine.ai. It integrates seamlessly with AI assistants, exposing MongoDB aggregation capabilities as tools the model can use directly.

The server runs locally via the npm package @florentine-ai/mcp, communicating over stdio on your machine. Installation is simple using npx -y @florentine-ai/mcp. You'll need a FLORENTINE_TOKEN environment variable for authentication. The current release is v0.2.1, distributed under the MIT license with source code available at florentine-ai/mcp on GitHub.

Mcp belongs in the Database category on mcp.site and works with Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and other MCP clients. If you maintain this server for florentine-ai, claim this listing to verify ownership and keep information current.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<florentine-token>"
      }
    }
  }
}

Requires FLORENTINE_TOKEN