We do not currently know of any antonyms for Cathar.
The noun Cathar is defined as:
A member of certain so self-styled Novatian and other Christiansects embracing a form of dualism and extraordinary practices adhering to Mary Magdalene's teachings, persecuted by Roman Catholics as heretics.