Luther didn't agree with the Church. He didn't like that the Church had become political, he didn't like that the Bible was written in Latin and most people couldn't read it, and he didn't agree with purgatory and the selling of indulgences.
What caused Luther's call for the Catholic Church to reform? The widespread selling of indulgences among other abuses angered him. For Luther the Bible became the only valid source of religious truth.