Mount Gilead began in 1821 when Dr. Isaac Eaton purchased 18 acres on the western slope of Catoctin Mountain on the road from Leesburg to Coes Mill on the North Fork of Goose Creek for the purpose of founding a health spa from the mountain springs there.