Grassy Spring is a spring located in Anderson County, Tennessee. It appears on the Windrock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,359.64 feet (719.22 m) above sea level. The nearest populated place is Upper Windrock, approximately 1.7 miles to the SW.