pip install -r requirements.txt

# Self-test (direct calls + MCP handshake)
python tests/test_server.py

# Run the server (stdio transport; clients below will launch it automatically)
python server.py

{
  "mcpServers": {
    "data-service": {
      "command": "python",
      "args": ["/absolute/path/to/mcp-data-service/server.py"]
    }
  }
}

server.py          FastMCP server (@mcp.tool registers 3 tools)
data/video_stats.csv   Sample data
tests/test_server.py   Direct-call + MCP-stdio handshake tests
requirements.txt   fastmcp + pandas

python tests/test_server.py
# [PASS] query_video_stats direct calls
# [PASS] data_insights auto insights
# [PASS] MCP stdio handshake: list_tools + call_tool

pip install -r requirements.txt

# 自测（直接调用 + MCP 握手）
python tests/test_server.py

# 启动（stdio 传输，客户端按下面配置自动拉起）
python server.py

{
  "mcpServers": {
    "data-service": {
      "command": "python",
      "args": ["/绝对路径/mcp-data-service/server.py"]
    }
  }
}

server.py          FastMCP Server（@mcp.tool 注册 3 个工具）
data/video_stats.csv   示例数据
tests/test_server.py   直调 + MCP stdio 握手双测试
requirements.txt   fastmcp + pandas

python tests/test_server.py
# [PASS] query_video_stats 直接调用
# [PASS] data_insights 自动洞察
# [PASS] MCP stdio 握手：list_tools + call_tool