This review systematically summarizes the discovery, protein structure, classification, regulatory networks, biological functions, and mechanisms underlying stress responses of plant CBLs, and provides perspectives for future research, aiming to provide theoretical foundations and genetic resources for the genetic improvement of crop stress tolerance and biological breeding.