Rock Branch is a stream located in Warren County, Missouri. It appears on the Hawk Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 624.25 feet (190.27 m) above sea level. The nearest populated place is New Truxton, approximately 1.1 miles to the W.