Ugly Creek is a stream located in Edmonson County, Kentucky. It appears on the Mammoth Cave USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 428.95 feet (130.74 m) above sea level. The nearest populated place is Stockholm, approximately 2.6 miles to the NW.