Moose Cave Gorge is a valley located in Oxford County, Maine. It appears on the Old Speck Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,412.30 feet (430.47 m) above sea level. The nearest populated place is North Newry, approximately 5.5 miles to the ESE.