Kale Gap is a gap located in Madison County, North Carolina. It appears on the Lemon Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,681.08 feet (1,121.99 m) above sea level. The nearest populated place is Wasp, approximately 1.1 miles to the NNW.