YOLO Computer Vision

gongrzhe/yolo-mcp-server

A powerful YOLO (You Only Look Once) computer vision service that integrates with Claude AI through Model Context Protocol (MCP). This service enables Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.

View on GitHub8

Install

Client configuration

{
  "mcpServers": {
    "yolo-service": {
      "command": "/path/to/.venv/bin/python",
      "args": [
        "/path/to/server.py"
      ],
      "env": {
        "PYTHONPATH": "<PYTHONPATH>"
      }
    }
  }
}

GitHub stars: 8
Author: @gongrzhe
Category: Image & Video, AI Chatbot
Updated: Oct 6, 2026

Features

Object detection, segmentation, classification, and pose estimation
Real-time camera integration for live object detection
Support for model training, validation, and export
Comprehensive image analysis combining multiple models
Support for both file paths and base64-encoded images
Seamless integration with Claude AI

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS

Cursor

Desktop · Freemium · Proprietary

The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.

WindowsMacOSLinux

Windsurf

Desktop · Freemium · Proprietary

The first agentic IDE. The Windsurf editor truly merges how developers and AI work together.

WindowsMacOSLinux

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