Cape May Point is a borough located at the tip of the Cape May Peninsula in Cape May County, in the U.S. state of New Jersey. The borough, and all of Cape May County, is part of the Ocean City metropolitan statistical area, and is part of the Philadelphia-Wilmington-Camden, PA-NJ-DE-MD combined statistical area, also known as the Delaware Valley or Philadelphia metropolitan area.