A medical service resource optimization system based on multi-pharmacy collaboration technology, including a virtual drug library as a data center, which collects, stores, analyzes and uses data in a standardized manner; the computing center can schedule intelligent optimization algorithms to calculate the inventory of multiple pharmacies in real time , out-of-stock, etc., according to the patient's historical drug purchase records, etc., portray patient portraits, obtain group labels, and predict market demand; the situation awareness module obtains the patient's situation through sensors, etc., and the computing center gives "one person, one policy" personalized Service plan; the display interface provides each member with the optimal decision-making plan, such as the best place for patients to take medicine; the feedback center supports multiple ways of taking medicine, such as online ordering store pickup, online ordering store delivery, etc., and sends them to the corresponding pharmacy in real time through the panel. The invention helps to realize the service-oriented, profitable and refined pharmaceutical supply chain, optimize the allocation of medical service resources, support new medical service modes such as telemedicine, mobile medical treatment, and smart medical treatment, and improve the level of medical service in my country.