Generic name: Calcium/Vitamin D. Trader Joe's Calcium plus Vitamin D is a dietary supplement to help in the prevention of osteoporosis. By combining calcium and vitamin D, calcium absorption by the stomach is improved. See patients taking Trader Joe's Calcium with Vitamin D. Reported purpose & perceived effectiveness.