The paper analyzes the importance for medical college libraries to promote the innovative platform for personalized information service, introduces the problems existing in the innovative information service provided by medical college libraries currently, and puts forward suggestions on that basis, including the building of information resources for the innovative scientific research of medical teachers and students, the building of small windows for demand collection, the offering of dynamic innovative service, the reinforcement of cooperation and the building of communication channels for smooth information service.