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. As of the 2010 United States Census, the CDP's population was 2,670.