python -m venv .venv
# Windows
.venv\Scripts\pip install -r requirements.txt
# Linux / macOS
.venv/bin/pip install -r requirements.txt

DASHSCOPE_API_KEY=sk-你的密钥

# Windows
.venv\Scripts\python vision_mcp_server.py
# Linux / macOS
.venv/bin/python vision_mcp_server.py

python vision_mcp_server.py --list

{
  "mcpServers": {
    "vision": {
      "command": "/path/to/vision-mcp/.venv/bin/python",
      "args": ["/path/to/vision-mcp/vision_mcp_server.py"],
      "env": {}
    }
  }
}

# 协议冒烟测试（无需 API Key）
.venv/bin/python smoke_test.py

# 真实调用测试（需配置 API Key，使用本地测试图）
.venv/bin/python live_test.py