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Muyang Volunteer Application System is a tool built by an individual developer with zero coding experience in half a day. Based on three years of historical admission data for colleges and majors, it provides score matching, cutoff prediction, and recommendations for safe, stable, and reachable schools. It is open-sourced on GitHub.