Huntsville is a town located in Scott County, Tennessee. Huntsville has a 2026 population of 1,741. It is also the county seat of Scott County. Huntsville is currently growing at a rate of 0.46% annually and its population has increased by 0.06% since the most recent census, which recorded a population of 1,740 in 2020.