Semiconductor nano-devices, such as nano-probe and nano-knife devices, which are constructed using graphene films that are suspended between open cavities of a semiconductor structure. The suspended graphene films serve as electro-mechanical membranes that can be made very thin, from one or few atoms in thickness, to greatly improve the sensitivity and reliability of semiconductor nano-probe and nano-knife devices.