What made Adam Weishaupt start the Illuminati?

At best, we can only speculate.

Perhaps he was responding to the overbearing control exerted by the church. Maybe he wanted to form his own club with a special clubhouse and secret passWords. Perhaps he had a vision of the future and saw how his creation would dominate the minds of weak people and he had a bit of a freudenschade moment.