The level of the agricultural product logistics development has become one of the key aspects which decide the level of the whole development of one country agricultural economy. There are such problems as high cost, low efficiency, low socialization and marketability degree, old logistics facility and technology, lacking talented persons, impeded information and so on. From the angle of the agricultural product supply chain, the agricultural product logistics development patterns based on the supply chain have been discussed. Aiming at these questions, this article has proposed the countermeasures including exploring new agricultural production circulation pattern, cultivating and developing agricultural product logistics organizations, strengthening education and training, enlarging the government’s support, speeding up the informationization construction and standardization construction of the agricultural product logistics.