{"name":"Hostel Database MCP AI Server","status":"online","database":"test","collections":["users","attendances","leaveapplications","complaints","notices","staffs","admins","documents","uploads","messages","messagereports"],"groq_llm_enabled":true,"groq_models":["openai/gpt-oss-120b","qwen/qwen3.8-27b","openai/gpt-oss-20b"],"tools":["get_database_stats","find_students","get_student_profile","get_room_details","get_daily_attendance","get_attendance_report","get_leave_applications","get_complaints","get_document_status","get_community_messages","get_recent_activity","group_and_count","get_distinct_values","search_database","find_documents","count_documents","aggregate_documents","describe_schema","list_collections"],"mcp_server":"FastMCP with @mcp.tool()","endpoints":{"root":"GET / (Default API Status)","ask":"POST /ask (Send database questions - queries LLM first, selects MCP tools)","collections":"GET /collections (List allowed database collections)","tools":"GET /tools (List MCP tools and their parameters)"},"docs":"/docs"}