Man - machine interface Agent is the key and hot issue of information system. With the development of the artificial intelligence technology, the hotspot of intelligent human -machine interface Agent research is how to adapt man - machine interface characteristics of depth user and how to provide users with personalized service. This paper, based on the theoretical basis of man - machine interface Agent, explored to design human - machine interface Agent applied to stock market forecast system from two aspects including adaptability and personalized service.