The paper sorts out several stages of the development of China's medical libraries, including traditional libraries, digital libraries, hybrid libraries and smart libraries. It expounds the evolution of libraries' service philosophy, including that of integration service, virtual service, knowledge service, smart service, precise service, ubiquitous service, etc., in the hope of providing references for relevant studies.