The only cruise line doing this is Carnival. But when one cruise line starts adding fuel surcharges, you can expect the others to rapidly follow suit.
Remember, the cruise lines' revenue is down significantly due to overcapacity.
Fuel prices are sky-high. Personally, I'm surprised they waited this long!