Cape May Point is a borough located in Cape May County, New Jersey. Cape May Point has a 2026 population of 297. Cape May Point is currently declining at a rate of -0.67% annually and its population has decreased by -1.33% since the most recent census, which recorded a population of 301 in 2020.