The actress is believed to have gotten close to Foster over the past few months and the pair were spotted arm-in-arm in New York over the weekend, reported People magazine.
Prepon, 36, previously dated Christopher Masterson, the brother of her "That 70s Show" co-star Danny Masterson, for seven years.
Last year, Foster, 35 and Wright, 50, ended their engagement for a second time.