Mouse Spring is a spring located in Malheur County, Oregon. It appears on the Castle Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,734.07 feet (1,747.74 m) above sea level. The nearest populated place is Beulah, approximately 12.6 miles to the S.