Games like Rhythm Defender

If you finished Rhythm Defender, the closest matches are Rhythm Doctor, Lethal League Blaze, Super Blood Hockey, Alto's Adventure and Electronauts. All 6 share its indie genre and are ranked by how closely their themes and modes overlap.