A new and distinct cultivar of Zonal Geranium plant named `KLEPZ05137`, characterized by its upright and rounded plant habit; freely branching habit; leaves with a distinct zonation pattern; freely flowering habit; semi-double red to red purple-colored flowers; and good garden performance.