Cat Creek is a stream located in Baltimore County, Maryland. It appears on the Edgewood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3.28 feet (1.00 m) above sea level. The nearest populated place is Gunpowder, approximately 1.0 miles to the NW.