Locust Gap is a gap located in Madison County, North Carolina. It appears on the Hot Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,537.15 feet (773.32 m) above sea level. The nearest populated place is Hot Springs, approximately 1.6 miles to the SSW.