If you like the look of the stucco - simply seal it every 3 years with an Organic Masonry Sealer. Make sure the oven is super clean an free of smoke / soot as you would be sealing those in.
Here’s a great sealer -
http://store.brickwoodovens.com/eco-advance-organic-masonry-sealer/