Bummer
Try a crab trap... cut the top off of a 2 liter soda bottle (just large enough for the crabs to enter), then bait it with some shrimp, maybe put some rocks in it so it doesn't move around; then prop it up against a rock at an steep angle. The idea is the crabs go in but can't climb up/out.