The rarest item to drop is the Slime Staff, since it has a 1/10000 chance to drop from Slimes. However, there used to be an even rarer item, the Uzi, which had a 1/80000 drop chance from Angry Trappers. For some reason, they had the drop chance being so low, despite the weapon being just a slightly better Megashark.