The basic concept of the geometry robot is introduced in this paper, and the mathematic model, mechanical principle, engineering application, art design and philosophy consideration are discussed. Based on the development of geometry robot, the research and education ideology of MSEAP is proposed. MSEAP integrates study, research and application of geometry robot with mathematics, science, engineering, arts and philosophy, and aims at cultivating the logical thinking of mathematicians, the innovative spirit of scientists, the practical ability of engineerings, the aesthetic perspective of artists and the universal feelings of philosophers.