I usually go buy several large syringes from the local drug store. Fill one with brake fluid, attach a small amount of rubber hose (vacuum line hose) to the nozzle..... attach the other end to the bleeder screw of your caliper. Backfill and watch the level come up in the master cylinder. Typically use this method for cars too.... especially when you can't get one primed. Easy, Cheap, and effective.
Dave