voxel51/fiftyone-mcp-server

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Repository Install

Enable Agents to explore datasets, execute operators, and control the FiftyOne App through natural language.

Обзор

Enable Agents to explore datasets, execute operators, and control the FiftyOne App through natural language. This server exposes 45+ MCP tools across data operations, App UI control, and the full operator/plugin ecosystem. The server starts with 50 built-in operators. Install plugins to expand functionality - the AI can discover and install plugins automatically when needed (brain, zoo, annotation, evaluation, and more). - : Data operations that work everywhere (datasets, aggregations, schema, samples, operators, plugins). No App connection needed. - : Controls the FiftyOne App UI in real time (set_view, open_panel, notify, select_samples, reload, and 25+ more). Requires a connected browser via ctx.ops. - : Bootstrap tools for starting a local App server (launch_app). Used from terminal environments.

README

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FiftyOne MCP Server

What is the FiftyOne MCP Server?

"List all my datasets"
"Load quickstart dataset and show summary"
"Find similar images in my dataset"

The server starts with 50 built-in operators. Install plugins to expand functionality - the AI can discover and install plugins automatically when needed (brain, zoo, annotation, evaluation, and more).

Available Tools

Category	Tools	Description
📊 Dataset Management	3	List, load, and summarize datasets
🎯 App Operations	29	Control the App UI (views, panels, selection, …)
⚡ Operator System	3	Discover and execute any FiftyOne operator

Открыть полный README на GitHub

Установка

uvx fiftyone-mcp-server

Новичок в MCP? Начните с руководства на mcpskill.org →

Конфигурация

{
  "mcpServers": {
    "fiftyone": {
      "command": "fiftyone-mcp"
    }
  }
}