ABSTRACT The SpyTag/SpyCatcher system is a modular protein assembly tool. Its core mechanism is the formation of isopeptide bonds, which achieves protein assembly through covalent coupling. This system is characterized by mild reaction conditions, rapid connection and no need for additional reagents, and shows good application potential in fields such as enzyme engineering. Although the system has made progress in application, it still faces challenges such as industrial scale and clinical immunogenicity. This paper systematically reviews the principle of the SpyTag/SpyCatcher system and its development progress. It also analyzes the deficiencies of the system in industrial applications, focuses on elaborating its specific application examples in enzyme engineering, discusses existing challenges, and looks forward to future research directions. Overall, this review aims to provide references and new ideas for research in related fields.