Mangonia Park is a town in Palm Beach County, Florida, United States. It is a part of the Miami metropolitan area of South Florida as well as Uptown West Palm, which includes the cities of Riviera Beach and West Palm Beach. As of 2020, the population recorded by the U.S. Census Bureau was 2,142.