Altar Hollow is a valley located in Madison County, Missouri. It appears on the Cherokee Pass USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 780.84 feet (238.00 m) above sea level. The nearest populated place is Central, approximately 2.5 miles to the NNE.