Stone Cuts Trail (Huntsville, AL) The Stone Cuts are deep erosional clefts in a section of limestone and form the highlight of this hike. The Stone Cuts Trail runs straight through the heart of these large, high-walled cuts. Kids will love climbing around in here. Mountain climbers love the high cliff walls, and small cavelike spaces in the rocks attract spelunkers. Trail Surface: Dirt path studded with rocks and boulders.