Walnut Gap is a gap located in Madison County, North Carolina. It appears on the White Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,052.13 feet (930.29 m) above sea level. The nearest populated place is Jarrett Cove, approximately 0.8 miles to the ENE.