cd D:\教育信息技术应用大赛\学生管理MCP原型
python -m uvicorn student_management_mcp_api:app --host 127.0.0.1 --port 8765

python -m uvicorn student_management_mcp_sse:app --host 127.0.0.1 --port 8000

DATABASE_URL=postgresql://用户名:密码@主机:5432/数据库名

python demo_data_maintenance.py --mode baseline --confirm RESET-DEMO-DATA

python demo_data_maintenance.py --mode sample --confirm RESET-DEMO-DATA

{
  "tool": "get_student_profile",
  "arguments": {
    "query": "S004"
  }
}

{
  "tool": "list_attention_students",
  "arguments": {}
}

{
  "tool": "create_followup_record",
  "arguments": {
    "student_id": "S002",
    "owner": "辅导员",
    "summary": "已完成首次谈心，学生反馈近期课程压力较大，实训日志补交意识不足。",
    "next_action": "联系实训指导教师确认补交要求，三天后复访。",
    "status": "跟进中"
  }
}

{
  "tool": "get_class_dashboard",
  "arguments": {
    "class_name": "智能制造2401"
  }
}

{
  "tool": "create_student_support_task",
  "arguments": {
    "student_query": "S004",
    "owner": "辅导员",
    "due_date": "2026-07-18",
    "push_to_dingtalk": false
  }
}

{
  "tool": "update_student_support_task",
  "arguments": {
    "task_id": "任务编号",
    "status": "已完成",
    "progress_note": "已完成线下谈心。",
    "next_action": "联系任课教师并于一周后复访。",
    "sync_followup": true
  }
}