Explore details about location Ocean City. Ocean City is a location situated within the Cape May County alongside other areas such as Stone Harbor, Wildwood, North Wildwood. Additionally, some smaller parts of Ocean City include specific areas like Roosevelt Boulevard, Pelham Place, Wesley Avenue adding to the diversity of its landscape.