The structural characteristics of polymers of intrinsic microporosity (PIMs) are briefly introduced, and the application of PIMs in hydrogen storage and hydrogen separation is reviewed.The challenges faced by the development of PIMs hydrogen separation membrane materials are analyzed, and the application prospect and development trend of PIMs in hydrogen storage and hydrogen separation field are given.