To plug the hole in your inert gas bottles with the CGA-580/590 sizing. Prevents dirt, dust, critters or other contamination from getting in your valve. Especially useful if you swap bottles a lot and have them sitting or bottles on your mobile rig that are exposed to the elements.
Protect your regulators, flowmeters, gas solenoid valves, and TIG or MIG torches and lines from contamination.