io.github.florentine-ai/mcp

io.github.florentine-ai/mcp·v0.2.1·Databases

Quality Score

/100

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

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§01 Install

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<your-florentine_token>",
        "LLM_SERVICE": "<llm_service>",
        "LLM_KEY": "<your-llm_key>",
        "SESSION_ID": "<session_id>",
        "RETURN_TYPES": "<return_types>",
        "REQUIRED_INPUTS": "<required_inputs>"
      }
    }
  }
}

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@florentine-ai/mcp"
      ],
      "env": {
        "FLORENTINE_TOKEN": "<your-florentine_token>",
        "LLM_SERVICE": "<llm_service>",
        "LLM_KEY": "<your-llm_key>",
        "SESSION_ID": "<session_id>",
        "RETURN_TYPES": "<return_types>",
        "REQUIRED_INPUTS": "<required_inputs>"
      }
    }
  }
}

Cline (cline_mcp_settings.json)

npx -y @florentine-ai/mcp

§02 Environment variables

FLORENTINE_TOKEN

requiredsecret

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

secret

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

§03 MCP Quality Score · methodology

freshness

completeness

installability

documentation

stability

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