Do frogs have dry warty skin?

no, frogs have slick, (not slimy, but moist) cool smooth skin. If you have caught the creature you described above, it is almost certainly a toad. toads can be poisonous, so if you do handle this animal... be careful. some are not, but just to be safe... take precautions!