Phelps Creek is a stream located in King County, Washington. It appears on the Mount Phelps USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,784.04 feet (543.78 m) above sea level. The nearest populated place is Baring, approximately 7.4 miles to the NE.