Sugar Creek is a stream located in Jackson County, Missouri. It appears on the Missouri City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 710.69 feet (216.62 m) above sea level. The nearest populated place is Excelsior Springs Junction, approximately 2.4 miles to the NNE.