Fertility drugs include: Clomiphene citrate. Taken by mouth, this drug stimulates ovulation by causing the pituitary gland to release more FSH and LH , which stimulate the growth of an ovarian follicle containing an egg. ... Gonadotropins. ... Metformin. ... Letrozole. ... Bromocriptine. Aug 27, 2021