Osage Beach is a city located in Camden County, Missouri. Osage Beach has a 2026 population of 5,123. Osage Beach is currently growing at a rate of 5.32% annually and its population has increased by 9.07% since the most recent census, which recorded a population of 4,697 in 2020.