Mouse Coulee is a valley located in Blaine County, Montana. It appears on the Stiffarm Coulee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,135.83 feet (955.80 m) above sea level. The nearest populated place is Dry Lake, approximately 1.2 miles to the SSW.