Rio Grande is an unincorporated community and census designated place (CDP) located within Middle Township in Cape May County, New Jersey, United States. Though located within Middle Township, a small section at the southern edge of the community, located in Lower Township, is sometimes called Rio Grande. It is part of the Ocean City Metropolitan Statistical Area.