Games like Curved Space

If you finished Curved Space, the closest matches are Serious Sam: The First Encounter, Sky Force Reloaded, Danmaku Unlimited 3, Hellmut: The Badass from Hell and Alien Hominid Invasion. All 7 share its arcade genre and are ranked by how closely their themes and modes overlap.