Thanks for your answer!
I first thought it was this (in french we are used to call this "glaires"), but it's localised only on a part of the coral, and it looks like it moves. It's on the center of the mantel (manteau ?), not on the polyps :-/
The catalaphyllia is on a little hospital tank, I must preserve my other corals from this.