Chestnut Branch is a stream located in Clay County, Kentucky. It appears on the Maulden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 804.78 feet (245.30 m) above sea level. The nearest populated place is Chestnutburg, approximately 0.1 miles to the SSW.