We were told during our stay that the only available kayaks for "rent" were available only to guests of Blue Horizon.
There is a local guide by the name of Cardinal Arthur. We saw him taking guests out there via a small motor boat. You might google and see if you can find him. Or anyone local would probably be able to tell you how to contact him.