Photothermal therapy (PTT) has shown promise in the ablation of small, unresectable tumors by boosting the tumor's temperature above 50 °C. However, the high local temperature-induced cancer cell necrosis could create severe local inflammation, which may deteriorate normal tissues and increase tumor spreading. Although mild photothermal therapy (MPTT) at 42-45 °C could avoid the undesired side effect to some extent with minimal nonspecific heat diffusion, the self-protective behavior of tumors during MPTT results in an unsatisfactory therapeutic effect. Inspired by the widespread applications of traditional Chinese medicine (TCM) in various ailments, we also extensively explored the use of TCM in PTT and MPTT. In this Review, we summarize the application and function of TCM in PTT and MPTT, including the following: (1) TCM improves the performance of PTT and MPTT by elevating the photothermal conversion ability of photothermal agents (PTAs) and overcoming the self-protective effect of tumors, (2) PTT enhances TCM-based chemotherapy by improving the sensitivity and cellular uptake of TCM in tumors, and (3) natural TCM and metal-chelated TCM-based nanoparticles could directly act as PTAs for carrier-free combination therapy. We expect this Review will further illuminate TCM's utility and applicability in cancer treatment and create new combination strategies for theragnostic use.