Jesse Spur is a ridge located in Harlan County, Kentucky. It appears on the Wallins Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,604.10 feet (793.73 m) above sea level. The nearest populated place is Kentenia, approximately 1.7 miles to the E.