Chestnut Ridge, MissouriChestnut Ridge is an unincorporated community in Ste. Genevieve County, in the U.S. state of Missouri.HistoryA post office called Chestnut Ridge was established in 1860, and remained in operation until 1877. The community was named for the chestnut timber at a nearby ridge.