Agate geodes are beautiful, naturally occurring mineral formations. It is amazing that such beautiful compositions of minerals can be yielded through the power of lava. That's right, agate geodes are produced when gas bubbles become trapped in solidifying lava. How cool is that? We would say, very cool.