sounds like it could be the booster too. sounds like it looses all vacumn. i suggest buying a new master cylinder instead of a rebuild. ive had dramas with rebuilt ones.
clamp the hose that goes to the booster and then start the car. does the pedal stay hard??? that could prove a vacumn leak