Given Thomas Jefferson's aversion to the supernatural (https://www.amazon.com/Jefferson-Bible-Smithsonian-Morals-Na...), and our worship of The Founding Fathers, then yes, atheism should be protected.

Also, there's 2 clauses to that part of the US 1st Amendment: establishment clause and freedom of clause. Clearly atheism falls under the establishment clause.