I never seen live king crabs at the store before. They are usually available only frozen. I grilled blue crab this way before and all I did was pull off the top shell and cut them in half. However, I prefer blue crab in a boil.
I don't because I like my grilled foods au natural, but many recipes on the web use butter or olive oil and cook for 5 minutes.