No casualties were reported, although the group said the vessel had significant damage.
The attack appeared to be one of the most violent involving a European rescue ship and the Libyan coast guard, which receives training, equipment and funding from the European Union.
A coast guard spokesman didn’t respond to a request for comment.
SOS Mediterranee charters the Norwegian-flagged Ocean Viking in partnership with the International Federation of Red Cross and Red Crescent Societies.