Homemade Chocolate Peanut Butter Cups Homemade Chocolate Peanut Butter Cups are made with high-quality chocolate and creamy peanut butter filling with a secret ingredient. Tastes even better than what you find in the store.  How to make out-of-this-world chocolate peanut butter cups at home. My love for peanut butter cups is REAL. I can't go to Trader Joe's without picking up a bag or box (depending on how weak I am at the moment) of their famous chocolate peanut butter cups. They are made of rich, high-quality chocolate and creamy peanut butter. I can't stop at 1...or 2....or 3...or whatever.

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