Upper Mud Spring is a spring located in Baker County, Oregon. It appears on the Sumpter USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,508.30 feet (1,374.13 m) above sea level. The nearest populated place is McEwen, approximately 2.8 miles to the SSE.