Cave Spring Branch is a stream located in McMinn County, Tennessee. It appears on the Athens USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 781.81 feet (238.30 m) above sea level. The nearest populated place is Mashburn, approximately 1.0 miles to the WNW.