Games like Project Blue

If you finished Project Blue, the closest matches are Ghosts 'n Goblins, My Friend Pedro, Rigid Force Redux, Creepy Road and Mecho Tales. All 6 share its adventure genre and are ranked by how closely their themes and modes overlap.