Clubhouse Creek is a stream located in Cape May County, New Jersey. It appears on the Stone Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.44 feet (-0.13 m) above sea level. The nearest populated place is Anglesea, approximately 0.8 miles to the S.