While the foundational tenets of Catholicism are supernatural but the system that sprouts from it is highly rational, descriptive and formal. It's a religion of Roman lawyers and it shows.
As a result I have a hard time seeing anybody dismissing Catholicism as superstitious, even if they a priori dismiss the existence of God, unless they have no actual knowledge of it (which, you know, ends up being most people who feel to need to utter an opinion on the subject).
Catholicism teaches that the laying of hands can endow a person (of male biological sex) with the power to transform bread and wine into flesh and blood through the ritual utterance of certain words.
It's going to be hard sell to explain how that's not superstitious...
I guess I see what you mean by a religion of Roman lawyers...
To the Aztecs, presumably, there was nothing superstitious about using obsidian mirrors as a shield against evil sprits, either.
As a Catholic, even I recognize that essentially the entirety of Catholic practice is superstition from the perspective of anyone who doesn't either take Catholicism as a priori true on authority or (arguably equivalently) have a personal divine experience justifying Catholicism experientially.
If one is not Catholic to start with, it as easy to dismiss Catholic practice on the same argument as presented above against superstition as it is for Catholics to do so for non-Catholic superstitions.