Rockhouse Creek is a stream located in Barry County, Missouri. It appears on the Shell Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,022.60 feet (311.69 m) above sea level. The nearest populated place is Cato, approximately 0.8 miles to the SSW.