Cave Spring is most famous for its limestone cave and mineral spring. Historically, Cave Spring was a significant part of the Trail of Tears, with Beaver Dam serving as a site of Cherokee resistance to forced removal. Today, visitors can find a spring flowing into a rock pond and a 1.5-acre swimming pool, surrounded by historic downtown areas and homes.