This 8-week non-randomised feasibility pilot trial evaluated a thrice-weekly telehealth-supervised multimodal exercise programme in 11 patients with advanced melanoma receiving checkpoint inhibitor therapy. The intervention met four of five feasibility criteria, caused no severe or life-threatening adverse events, significantly improved physical function, and maintained quality of life.