Unless you feel there's some need to cover it, you could just leave it open. Doing so might even improve airflow around the graphics card to help cool it a little better.
If you previously built the system yourself and bought the case on its own, it may have come with replaceable covers. If not, you should be able to find a set on eBay or Amazon for not much more than $5.