Fenner 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 2,513.30 feet (766.05 m) above sea level. The nearest populated place is Cold Spring, approximately 0.1 miles to the SW.