Prospect of mid-infrared supercontinuum generation using soft glass nonlinear fibers is presented. Potential of fluoride and tellurite glass as mid-infrared supercontinuum medium is clarified. Supercontinuum over 5μm is demonstrated using a new chalcogenide MOF.