A long time ago, the Guardian Cats swore an oath under the Celestial Paw Council that they would, protect prosperity, preserve joy in the Catniverse and never directly rule or be worshipped.
If they are discovered, Worlds become dependent on them instead of growing on their own and dark forces can trace their aura and attack entire planets.
They have to disguise themselves to protect free will and balance.