The development of college library is the foundation of knowledge service of new think tank. The academic community carries out numerous research on think tank services of college libraries. In the era of big data and based on the intrinsic requirement of new think tank construction, the think tanks of college libraries need to carry out knowledge supporting, knowledge consulting, knowledge transmission and knowledge evaluation. These points are novel growth points of new think tank knowledge services of college libraries.