Wolfe Pen Branch is a stream located in Knox County, Kentucky. It appears on the Kayjay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,071.11 feet (326.47 m) above sea level. The nearest populated place is Kayjay, approximately 0.4 miles to the N.