Games like The Underground Explorer

If you finished The Underground Explorer, the closest matches are Eastshade, Luna: The Shadow Dust, Kid A Mnesia Exhibition, 0°N 0°W and The Search. All 6 share its indie genre and are ranked by how closely their themes and modes overlap.