Cave Spring is a spring located in Roane County, Tennessee. It appears on the Rockwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 777.59 feet (237.01 m) above sea level. The nearest populated place is Harbin, approximately 0.4 miles to the N.