Cave Spring is a spring located in McMinn County, Tennessee. It appears on the Etowah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 836.77 feet (255.05 m) above sea level. The nearest populated place is Cambria, approximately 0.8 miles to the W.