Locust Spring Gap is a gap located in McDowell County, North Carolina. It appears on the Moffitt Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,629.06 feet (801.34 m) above sea level. The nearest populated place is Davistown, approximately 1.9 miles to the ENE.