SAGE — A Notion MCP Academic Co-Pilot for Filipino University Students

This is a submission for the Notion MCP Challenge What I Built SAGE — Student Agent for Guided Education — is an academic co-pilot built for Filipino university students. You connect your Notion account, tell it your program, year, and semester, and it builds your entire academic workspace for you: course pages, topic breakdowns, task databases, and study prompts, all structured and ready to go. It's built on Notion MCP, FastAPI, Supabase, and Qwen on Vultr Inference. The workspace it creates is seeded with real curriculum data from Ghost Commons, a pre-built registry covering all six BSCPE Year 2 Semester 1 courses — Differential Equations, Engineering Data Analysis, Circuits, and more. The frustration behind it is real: as a computer engineering student in the Philippines, my tasks come from Teams, Google Classroom, Canvas, and Blackboard all at once. I forget things. I don't know where to start. SAGE is the one place I wished existed. Video Demo Show us the code github.com/kuya-carl