Rio Grande is a census-designated place and unincorporated area located within Middle Township, in Cape May County, New Jersey. It is part of the Ocean City Metropolitan Statistical Area. As of the United States 2000 Census, the CDP population was 2,444. Rio Grande apartments for rent comparison page shows most up to date rent information on Rio Grande apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.