Mineral Springs is a town located in Union County, North Carolina. Mineral Springs has a 2026 population of 3,456. Mineral Springs is currently growing at a rate of 1.95% annually and its population has increased by 8.75% since the most recent census, which recorded a population of 3,178 in 2020.