Blue Hollow is a valley located in Adair County, Kentucky. It appears on the Knifley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 715.89 feet (218.20 m) above sea level. The nearest populated place is Neatsville, approximately 0.6 miles to the SE.