#5 | Mary Jane: These peanut butter and molasses treats briefly went out of production, but were brought back to store shelves by the Atkinson Candy Company and have a small -- but dedicated -- fanbase. Mary Jane came in at No. 5 on Candystore.com's list of worst Halloween candies. (Provided Photo/Atksinson Candy Co.)