There's a product which can be seen in the last pic called, Pour On. Some folks over at DIYFishkeepers have said its aquarium safe, and that's what I'll be using.
I know Polygem and Smoothon both have aquarium safe products, but spending $100+ on an aquarium decoration will likely have me camping out on the couch.