A new and distinct cultivar of Dendranthema plant named ‘Harvest Igloo’, characterized by its upright, outwardly spreading and uniformly mounded plant habit freely branching habit dense and full plant form uniform and freely flowering habit decorative-type inflorescences bronze-colored ray florets natural season flowering occurs about September 13 to 18 in Pennsylvania and good garden performance and winter hardiness.