Chestnut Branch is a stream located in Clay County, North Carolina. It appears on the Topton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,152.69 feet (960.94 m) above sea level. The nearest populated place is Aquone, approximately 5.8 miles to the NE.