Mitchell Hollow is a valley located in Jackson County, Alabama. It appears on the Mud Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 670.27 feet (204.30 m) above sea level. The nearest populated place is Tupelo, approximately 0.9 miles to the ESE.