Annex Spring is a spring located in Grainger County, Tennessee. It appears on the Bean Station USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,250.00 feet (381.00 m) above sea level. The nearest populated place is Tate Springs, approximately 1.3 miles to the S.