Sugar Creek is a stream located in Randolph County, Missouri. It appears on the Huntsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 662.59 feet (201.96 m) above sea level. The nearest populated place is Huntsville, approximately 1.5 miles to the SSE.