With what do you clean metal tools? Specifically, sockets?

I just bought a used set of sockets for 60 croatian kunas, which is about 10 dollars.
I've never had a socket wrench, and I'm pretty excited, and I want to clean it well.
Since I've never actually cleaned my tools, I'm wondering what to use, afraid they'll go rusty if I do something wrong...

Thanks guys.