In reply to Kahti:
I spent six months living on St Eustasius. The rock is generally very soft, being mostly composed of volcanic ash, so I found bouldering was generally quite tricky and holds tended to snap. Certainly not really aware of any established bouldering on any of those Islands.
I think Virgin Gorda is the place to go for bouldering in the Caribbean.