Abstract: Based on constructing the evaluation index system of tourism and urban-rural integration, this paper takes entropy method, Grey correlation model and coupling coordination degree model to analyze the coupling coordination relationship between them, and uses Grey prediction model (GM1,1) to predict the coupling coordination degree in the next five years. The results show that the comprehensive development level of tourism and urban-rural integration in Xinjiang has been continuously improved in 2000—2018. The average Gray correlation coefficient of each subsystem of tourism to urban-rural integration is between 0.865~0.955, while the average Grey correlation coefficient of urban-rural integration subsystems to tourism is between 0.832 and 0.948. The coupling coordination degree of the two shows a small fluctuation and rising trend, and their coupling types are all in the final stage, and their coordination level gradually develops from serious imbalance to mild imbalance. In the next five years, the coupling coordination degree of the two systems in Xinjiang shows a slight increase in general, but its coupling coordination level is still in the stage of slight imbalance.