Games like Direct Drive

If you finished Direct Drive, the closest matches are Taiko no Tatsujin: Drum Session, My Singing Monsters Composer, SuperStar JYPNation, Bakumatsu Rock: Ultra Soul and Mojib-Ribbon. All 7 share its music genre and are ranked by how closely their themes and modes overlap.