Games like Game Boy Music

If you finished Game Boy Music, the closest matches are Taiko no Tatsujin: Drum Session, My Singing Monsters Composer, SuperStar JYPNation, Nekopalive and Touch Online. All 7 share its music genre and are ranked by how closely their themes and modes overlap.