A multiscale perspective on cluster-based layered materials: design and function optimization toward catalytic and energy storage applications

•The design and assembly of cluster-based layered materials from a multiscale perspectiv is logically reviewed.•The properties and applications of cluster-based layered materials are demonstrated.•Current challenges and future development of cluster-based layered materials is suggested.