Games like Spelunker Party

If you finished Spelunker Party, the closest matches are Ori and the Will of the Wisps, Forgotton Anne, Torchlight III, Semblance and Planet Alpha. All 7 share its adventure genre and are ranked by how closely their themes and modes overlap.