Panther Branch is a stream located in Jackson County, Kentucky. It appears on the McKee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 810.24 feet (246.96 m) above sea level. The nearest populated place is New Zion, approximately 1.1 miles to the SE.