Wolf Pen Branch is a stream located in Wolfe County, Kentucky. It appears on the Lee City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,014.39 feet (309.19 m) above sea level. The nearest populated place is Wolf Pen (historical), approximately 0.3 miles to the SW.