Rocky Branch is a stream located in Johnston County, Oklahoma. It appears on the Mill Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 985.35 feet (300.33 m) above sea level. The nearest populated place is Mill Creek, approximately 2.9 miles to the WNW.