A new and distinct cultivar of Chrysanthemum plant named ‘Mouria Yellow’, characterized by its compact, upright, outwardly spreading and rounded plant habit; freely branching habit; dense and full plant habit; uniform and freely flowering habit; and decorative-type inflorescences with bright yellow-colored ray florets.