Kelly Branch is a stream located in Greene County, Tennessee. It appears on the Davy Crockett Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,369.11 feet (417.30 m) above sea level. The nearest populated place is Hayesville, approximately 1.0 miles to the ESE.