Mount Pleasant Creek is a stream located in Randolph County, North Carolina. It appears on the Grays Chapel USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 493.73 feet (150.49 m) above sea level. The nearest populated place is Franklinville, approximately 2.7 miles to the SW.