Kelly Branch is a stream located in Anson County, North Carolina. It appears on the Marshville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 267.93 feet (81.67 m) above sea level. The nearest populated place is Mineral Springs, approximately 1.0 miles to the SSE.