Chute Branch is a stream located in McDowell County, North Carolina. It appears on the Old Fort USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,413.87 feet (735.75 m) above sea level. The nearest populated place is Graphite, approximately 2.5 miles to the SW.