cd ~/Downloads/minimax-vision-mcp
pip install -e .

cd ~/Downloads/minimax-vision-mcp
uv pip install -e .

{
  "mcpServers": {
    "minimax-vision": {
      "command": "uv",
      "args": [
        "run",
        "--directory",
        "/Users/wenjiaqi/Downloads/minimax-vision-mcp",
        "minimax-vision-mcp"
      ],
      "env": {
        "MINIMAX_API_KEY": "your-api-key-here",
        "MINIMAX_ENDPOINT": "chat_completion"
      }
    }
  }
}

# 分析本地图片
understand_image(
    prompt="这张图片里有什么？请详细描述。",
    image_path="/Users/wenjiaqi/Downloads/photo.png"
)

# 分析网络图片
understand_image(
    prompt="Extract text from this image",
    image_url="https://example.com/screenshot.jpg"
)

# 多图对比
understand_image(
    prompt="Compare these two UI designs",
    image_paths=["/path/to/design1.png", "/path/to/design2.png"]
)

minimax-vision-mcp/
├── pyproject.toml
├── README.md
└── src/
    └── minimax_vision_mcp/
        ├── __init__.py
        └── server.py          # MCP 服务器主文件