Cave Spring is a spring located in Campbell County, Tennessee. It appears on the Jacksboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,108.92 feet (338.00 m) above sea level. The nearest populated place is Cove Lake Estates, approximately 1.4 miles to the WSW.