MCP server for Florentine.ai - Natural language to MongoDB aggregations
What it says
The record the registry holds
How you get it
There is no address to call. This one is a package you install and run yourself, wherever your assistant runs.
@florentine-ai/mcp · npm · 0.2.1
the recordCopied from the official MCP registry, exactly as it holds it.
{
"server": {
"$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"
}
]
}
]
},
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"statusChangedAt": "2025-10-07T12:53:53.745395Z",
"publishedAt": "2025-10-07T12:53:53.745395Z",
"updatedAt": "2025-10-07T12:53:53.745395Z",
"isLatest": true
}
}
}
Make it installable
Draft an Agent Plugin from this
An MCP server is raw capability: some tools, wired to something. An Agent Plugin is the packaging that says what job it does, what it leaves behind and where it stops. The prompt below carries this record and asks for the packaging; your own assistant writes it, and nothing here is sent anywhere.
What this is
MCP server
application/mcp-server-record+jsonlocal · you run it yourselfversion 0.2.1last seen 2026-08-23
These are the publisher's own words, filed by them with the official MCP registry and mirrored here. This catalog did not read them from the publisher and has not run, called or installed anything.