A new and distinct cultivar of Dahlia plant named `Melody Harmony`, characterized by its upright, somewhat outwardly spreading and mounded plant habit; freely branching growth habit; dark-colored foliage; freely flowering habit; decorative-type inflorescence form; large inflorescences with light purple-colored ray florets; and good postproduction longevity and garden performance.