Topical Therapies Over-The-Counter Medicine Above-the-counter creams and ointments, Primarily people who incorporate capsaicin, an extract derived from chili peppers, is often used topically to the knee to help you alleviate pain by decreasing the depth of pain indicators sent along nerve pathways.