Wolf Pen Branch is a stream located in Casey County, Kentucky. It appears on the Bradfordsville NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 833.33 feet (254.00 m) above sea level. The nearest populated place is Martin Creek (historical), approximately 1.4 miles to the ESE.