Jolly Branch is a stream located in Cleveland County, North Carolina. It appears on the Boiling Springs South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 675.85 feet (206.00 m) above sea level. The nearest populated place is Nicholsville (historical), approximately 0.5 miles to the E.