Rock Pen Creek is a stream located in Pushmataha County, Oklahoma. It appears on the Caney Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 493.81 feet (150.51 m) above sea level. The nearest populated place is Pine Knot Crossing, approximately 4.6 miles to the SE.