Though, withanolides have been well documented for diverse biological functions, viz, antiproliferative, anti-invasive, radiosensitizing and antiarthritic, here, for the first time, we uncover the target specific MMP-2 inhibition by 3-azidoWA in moderately aggressive cervical and prostate cancer cells. The gene discussed is MMP2; the disease is prostate cancer.