Stouts Creek is a stream located in Madison County, Missouri. It appears on the Rhodes Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 682.00 feet (207.87 m) above sea level. The nearest populated place is Roselle, approximately 1.6 miles to the WNW.