According to the connotation and features of creative urban agriculture, the behavior preference and participation degree of main management agents are analyzed, as well as different combinations of main management agents in different operations are determined. The “farmers plus consumers” and “farmers plus cooperatives” modes should be chosen at the beginning of management, the “farmers plus consumers”, “farmers, cooperatives and enterprises”, “farmers, cooperatives, enterprises and consumers” modes should be chosen on the mature period. Different choices of CSA business model will give significant guiding to extend the agricultural industrial chain and promote the combination of agricultural and tourism, which can realize the sustainable development of countryside.