Famous for its stunning sunset views over the Delaware Bay, Sunset Beach is also the home of the “Cape May Diamond.” These clear quartz pebbles, polished by the ocean waves, can be found along the shoreline and make for a unique, free souvenir. While there, you can also visit the sunken concrete ship SS Atlantus visible just off the coast, or play a round of mini-golf.