Word is that there is a large lot behind Buck's Grill, which is right next to the Slickrock Campground. And they don't care if people leave their trucks and trailers there. And it doesn't matter if you're not staying at Slickrock.
But that's only what I hear. But I did hear this from two people, one of them being a Moab local.