Purgatory Creek is a stream located in Calvert County, Maryland. It appears on the Solomons Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.04 feet (0.01 m) above sea level. The nearest populated place is Cove of Calvert, approximately 0.5 miles to the NNW.