It's tricky to advise because you say that you don't think they're above board, and that would set my alarm bells ringing as well.
My agency asked the same, and I provided it because they're a long established and well respected outfit.
It's a shame they're being so persistent because I think you said that you're only going to be there a short while before starting your new job. That doesn't help you at all does it, sorry.