Cirrhilabrus katoi is a species of wrasse native to Japan. It is found in groups at depths from .
The specific name honours Shoichi Kato, who collected the type specimen.
It has been described as having 11 total dorsal spines and 25 vertebrae. It can reach a standard length of .