Recombinant protein expression and purification is one of the vital sections for structure determination and function study of proteins. Detection and selection of host strain containing target protein, low-yield recombinant protein expression by insolubility, low-recovery ratio, instability and proteolysis etc., which always lead to difficulties in high-throughput protein purification processes. Recently, the co-expression methods of target protein fused polypeptides or protein as tag have successfully overcome this problem to a large extent. Therefore, selecting appropriate tag of protein purification for various property of proteins is the key portion. In this paper, the progresses on several traditional tag proteins(His-tag, Arg-tag, Flag-tag, GST-tag, MBP-tag etc.) are reviewed. Moreover,several recently developed tag proteins(Si-tag, Halo-tag, intein-CBD-tag, ELPs-tag etc.) and the prospective in this field are also discussed.