The development of logistics finance business for agricultural products is the best way to realize the common interests of logistics enterprises, small and medium-sized agricultural product enterprises and financial institutions, which will contribute to the development of China's new socialist rural economy and the construction of "two-oriented society". As the agricultural products have some special attributes, it’s easy to create the risk in carrying out the logistics finance business. The paper constructs a risk evaluation indicator system for logistics finance of agricultural product, and uses the Fuzzy-AHP model to evaluate. The results show that the comprehensive risk level is normal risk, which shows that third-party logistics enterprises can carry out the logistics financial business of agricultural products, but the risks from logistics enterprises and agricultural collateral need to be prevented.