How do I install Mcp?

Mcp is a local plugin. Install it using npm package: @florentine-ai/mcp and add the generated configuration snippet to your AI app's MCP config file. Then restart your AI app.

What credentials does Mcp need?

Mcp requires the following credentials or environment variables: FLORENTINE_TOKEN, LLM_SERVICE, LLM_KEY, SESSION_ID, RETURN_TYPES, REQUIRED_INPUTS. You can find setup instructions on the server detail page.

What AI apps work with Mcp?

Mcp uses the Model Context Protocol (MCP) and works with any MCP-compatible AI app, including Claude, ChatGPT / Codex, Gemini, Copilot, Cursor, and more.

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Mcp

by Florentine Ai

Developer ToolsModerate5.2MCP RegistryLocal

Free

Server data from the Official MCP Registry

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

About

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

What You'll Need

Set these up before or after installing:

Your Florentine.ai API key, get it from https://florentine.ai/dashboardRequired

Environment variable: FLORENTINE_TOKEN

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)Optional

Environment variable: LLM_SERVICE

Your API key for the LLM service (must only be provided if you did not set it in your Florentine.ai account)Required

Environment variable: LLM_KEY

Session ID for maintaining server-side context across requestsOptional

Environment variable: SESSION_ID

Stringified JSON array of return types for the responseOptional

Environment variable: RETURN_TYPES

Stringified JSON array of values for required inputs keysOptional

Environment variable: REQUIRED_INPUTS

Unverified package source

We couldn't verify that the installable package matches the reviewed source code. Proceed with caution.

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-florentine-ai-mcp": {
      "env": {
        "LLM_KEY": "your-llm-key-here",
        "SESSION_ID": "your-session-id-here",
        "LLM_SERVICE": "your-llm-service-here",
        "RETURN_TYPES": "your-return-types-here",
        "REQUIRED_INPUTS": "your-required-inputs-here",
        "FLORENTINE_TOKEN": "your-florentine-token-here"
      },
      "args": [
        "-y",
        "@florentine-ai/mcp-examples"
      ],
      "command": "npx"
    }
  }
}

Security Report

5.2

Moderate5.2Moderate Risk

This is a well-structured MCP server for Florentine.ai MongoDB querying service with proper API token authentication and secure credential handling. The server requires API keys, handles tokens securely via environment variables, and has good input validation. No significant security concerns were found. Supply chain analysis found 4 known vulnerabilities in dependencies (0 critical, 3 high severity). Package verification found 1 issue (1 critical, 0 high severity).

Scanned 5 files · 9 findings

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

HTTP Network Access

Connects to external APIs or services over the internet.

env_vars

Check that this permission is expected for this type of plugin.

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