In view of the poor quality of MOS forecast of cloud heights and cloud layers, the postprocessing techniques of MOS forecast are discussed and used in the operational MOS forecast. The results show that these methods are helpful in improving the quality of forecast cloud heights and elimating the unreasonable results among the cloud heights, cloud layers and sky cover.