This is precisely the perpetual Catholic slander that Christopher Hitchens referred to regularly. A lie told by believers about several prominent freethinkers.
Wittgenstein was not a Catholic because he had no faith, but he was respecful of Catholicism, had many Catholic friends, and asked for a priest to be present as he died. There's no evidence he formally converted.
Edit: This one went over my head.