Kelly Branch is a stream located in Lewis County, Tennessee. It appears on the Mount Joy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 717.77 feet (218.78 m) above sea level. The nearest populated place is Lucerne (historical), approximately 0.9 miles to the NE.