Mitchell Park is a flat located in Briscoe County, Texas. It appears on the Hardscrabble Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,555.77 feet (779.00 m) above sea level. The nearest populated place is Woodburn Place, approximately 3.4 miles to the ENE.