Blue Spring is a spring located in Coffee County, Tennessee. It appears on the Hillsboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,046.59 feet (319.00 m) above sea level. The nearest populated place is Hillsboro, approximately 1.9 miles to the SE.