The real limits on an "airless" world are carbon, hydrogen and
nitrogen. All tend to go away if you are that sort of planet. So
they'll want to grab every bit of those they can from visitors, and
hunt aggressively for any ice, ammonia or methane deposits created
impacts of cometary fragments and carbonaceous chondrites.