Cave Spring Branch is a stream located in McMinn County, Tennessee. It appears on the Etowah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 748.62 feet (228.18 m) above sea level. The nearest populated place is Cambria, approximately 0.9 miles to the SW.