Cold Spur is a ridge located in Fentress County, Tennessee. It appears on the Jamestown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,745.41 feet (532.00 m) above sea level. The nearest populated place is Helena, approximately 1.7 miles to the NW.