Cancer-induced muscle wasting affects many people with cancer, reducing treatment tolerance and survival. We identified a natural dietary compound, ursolic acid, that attenuates muscle atrophy across five preclinical cancer models spanning pancreatic, colon, and lung cancer. Ursolic acid inhibits cancer-induced changes in muscle mRNA expression, preserves muscle strength, and remains protective during chemotherapy, without affecting food intake or tumor burden. These results identify ursolic acid as a promising, translatable dietary supplement for supportive cancer care.