It might be a bit big for what you are thinking of, but here is a tool box from Harbor Freight that I use. Downside: Made in China. Upside: A variety of drawer sizes.
Wood Tool Chest w/ 8 Wood Tool Drawers
You have to add felt pads or something to the bottom or it will scratch up your desk.