The Cleaning Cloth is an item from Custom Robo Arena. It is used to remove dirt from robo parts. It is obtained at the beginning of the game from the hero's father along with one's first robo, the garage, and the standard parts.
To use the cloth, access the Garage and the "Polish Robo" option. Various areas will then be able to be cleaned via the Nintendo DS touchscreen.