Rocky Spur is a ridge located in Sevier County, Tennessee. It appears on the Mount Le Conte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,718.50 feet (1,743.00 m) above sea level. The nearest populated place is Fort Harry, approximately 2.1 miles to the SW.