Gum Spring Mountain is a summit located in White County, Tennessee. It appears on the Cassville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,667.91 feet (508.38 m) above sea level. The nearest populated place is Shady Grove, approximately 2.1 miles to the WSW.