Stone Branch is a stream located in Johnson County, Tennessee. It appears on the Laurel Bloomery USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,578.03 feet (785.78 m) above sea level. The nearest populated place is Cold Spring, approximately 0.6 miles to the SSW.