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mcp

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

florentine-aiflorentine-ai/mcp★ 6Updated Oct 7, 2025

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "name": "io.github.florentine-ai/mcp",
  "description": "MCP server for Florentine.ai - Natural language to MongoDB aggregations",
  "repository": {
    "url": "https://github.com/florentine-ai/mcp",
    "source": "github"
  },
  "version": "0.2.1",
  "packages": [
    {
      "registryType": "npm",
      "registryBaseUrl": "https://registry.npmjs.org",
      "identifier": "@florentine-ai/mcp",
      "version": "0.2.1",
      "runtimeHint": "npx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "isRequired": true,
          "value": "@florentine-ai/mcp@latest",
          "type": "named",
          "name": "-y"
        }
      ],
      "packageArguments": [
        {
          "description": "The mode to run the MCP server in ('static' or 'dynamic')",
          "isRequired": true,
          "value": "static",
          "type": "named",
          "name": "--mode"
        },
        {
          "description": "Set to true to enable debug logging",
          "format": "boolean",
          "type": "named",
          "name": "--debug"
        },
        {
          "description": "The path to the log file, must be provided if debug is true",
          "format": "filepath",
          "type": "named",
          "name": "--logpath"
        }
      ],
      "environmentVariables": [
        {
          "description": "Your Florentine.ai API key, get it from https://florentine.ai/dashboard",
          "isRequired": true,
          "format": "string",
          "isSecret": true,
          "name": "FLORENTINE_TOKEN"
        },
        {
          "description": "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)",
          "format": "string",
          "name": "LLM_SERVICE"
        },
        {
          "description": "Your API key for the LLM service (must only be provided if you did not set it in your Florentine.ai account)",
          "format": "string",
          "isSecret": true,
          "name": "LLM_KEY"
        },
        {
          "description": "Session ID for maintaining server-side context across requests",
          "format": "string",
          "name": "SESSION_ID"
        },
        {
          "description": "Stringified JSON array of return types for the response",
          "format": "string",
          "name": "RETURN_TYPES"
        },
        {
          "description": "Stringified JSON array of values for required inputs keys",
          "format": "string",
          "name": "REQUIRED_INPUTS"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—node
Installs—npm:@florentine-ai/mcp@0.2.1
Runs install scripts—None
NetworkNoneNone
Needs credentialsFLORENTINE_TOKENLLM_KEYFLORENTINE_TOKENLLM_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #10.2.1latestOct 7, 2026