Waterville Creek is a stream located in Le Sueur County, Minnesota. It appears on the Waterville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,051.02 feet (320.35 m) above sea level. The nearest populated place is Morristown, approximately 3.1 miles to the ENE.