Mineral Bluff is a census-designated place and unincorporated community located in Fannin County in the U.S. state of Georgia. Its population was 223 as of the 2020 census. The community is situated 6 miles northeast of the city of Blue Ridge, the county seat, 80 miles east of Chattanooga, Tennessee, and 100 miles north of Atlanta.