Games like Catch Me!

If you finished Catch Me!, the closest matches are Chivalry 2, Lethal League Blaze, Deceive Inc., Super Blood Hockey and Alto's Adventure. All 7 share its indie genre and are ranked by how closely their themes and modes overlap.