In order to solve the problem of low interpolation accuracy at the ends of the precise ephemeris, Kriging algorithm is proposed. The mathematical model of precise ephemeris interpolation based on Kriging algorithm is established and verified by an example. The results show that this method can effectively improve the interpolation accuracy of precise ephemeris.