Chestnut Gap is a gap located in Jackson County, North Carolina. It appears on the Greens Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,778.76 feet (1,151.77 m) above sea level. The nearest populated place is Pumpkintown, approximately 2.3 miles to the SE.