Putting a shelf over a towel rack?

We have an extra towel rack above the toilet in our second bathroom. I would like to make it a shelf to display decor on. How can I do this? Where do you buy a shelf from? Do they sell just free shelfs? Like a plank?

Also ways to attach, we rent and I don t want to put too many holes. Thanks!
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