Compound libraries and chemical synthesis play important roles in drug discovery and development, and efficient synthetic techniques can greatly facilitate the drug research.  This review highlights the application of some efficient synthetic techniques in drug research including microwave chemistry, click chemistry, combinatorial chemistry, cascade reactions and multicomponent reactions, as well as the construction of diverse and drug-like compound libraries.