Explore details about location Cape May. Cape May is a location situated within the Cape May County alongside other areas such as West Wildwood, Woodbine, Dennis Township. Additionally, some smaller parts of Cape May include specific areas like Stockton Avenue, Harbor Cove, Guerney Avenue adding to the diversity of its landscape.