Muddy Spring is a spring located in Washington County, Tennessee. It appears on the Leesburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,510.29 feet (460.34 m) above sea level. The nearest populated place is Leesburg, approximately 0.8 miles to the S.