Malignant tumors are among the leading causes of death worldwide, with their underlying mechanisms remaining largely unclear. Tumorigenesis is a complex process involving multiple factors, genes, and pathways. Tumor cells are characterized by abnormal proliferation, infiltration, invasion, and metastasis. Improving tumor diagnosis rates and identifying novel molecular therapeutic targets are of great significance for the advancement of modern medicine. Chaperonin containing TCP-1 subunit 3 (CCT3) is one of the subunits of the chaperonin containing TCP-1 complex, a molecular chaperone involved in protein folding and remodeling. CCT3 plays a crucial role in maintaining protein homeostasis, with key substrates including tubulin and actin. In recent years, CCT3 has been reported to be abnormally expressed in various cancers, correlating with prognosis and therapeutic outcomes. In this review, we summarize the basic structure and function of chaperonin containing TCP-1 complex and CCT3, and discuss the role of CCT3 in tumor development. Additionally, we explore its potential applications in cancer diagnosis and treatment.