Cate Spring is a spring located in McMinn County, Tennessee. It appears on the Riceville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 807.09 feet (246.00 m) above sea level. The nearest populated place is Coile, approximately 1.3 miles to the E.