Grounds Creek is a stream located in Madison County, Missouri. It appears on the Marquand USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 610.24 feet (186.00 m) above sea level. The nearest populated place is Cornwall, approximately 2.6 miles to the NNW.