Mitchell Gap is a gap located in Mifflin County, Pennsylvania. It appears on the Coburn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,462.30 feet (445.71 m) above sea level. The nearest populated place is Belltown, approximately 3.4 miles to the S.