High Piney Spur is a ridge located in Alleghany County, North Carolina. It appears on the Cumberland Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,844.49 feet (867.00 m) above sea level. The nearest populated place is Norville Crags (historical), approximately 2.0 miles to the NE.