I don't have a Martin's cage-I built mine-but I do have a dust buster that picks up his dust, fur, extra hay, etc, very well. Maybe this would work. I use a cordless so it isn't dangerous! And it has a skinny nozzle thing attached for hard to reach spots and corners. Walmart for like $15 I think-it's been quite a few months since I bought it!