Rocky Branch is a stream located in Cass County, Missouri. It appears on the Garden City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 796.73 feet (242.84 m) above sea level. The nearest populated place is Latour, approximately 3.2 miles to the NE.