Rural sport is the weak link in China's sport development, and in the context of new rural construction and new urbanization, rural sports face both development opportunities and severe challenges. Based on the connotation discussion about sustainable development of rural sports, this paper takes the rural sports in underdeveloped Gannan old revolutionary base for example, and brings forward the exploratory ways to sustainable development of rural sports, in order to provide a reference for the sustainable development of rural sports.