A new and distinct cultivar of Zonal Geranium plant named `KLEP03107`, characterized by its compact, upright and uniform plant habit; freely branching; early and freely flowering habit; bright red-colored flowers arranged in rounded umbels held above the foliage on upright and strong peduncles; and good garden performance.