I know that disagreement on the nature of God was behind lots of conflicts during these times, but I have not heard of a group that have outright doubted or denied the existence of God. So are there records of atheism, of groups or individuals, during the Middle Ages?
In fact there is a new AskHistorians podcast episode about this very subject!