Preheat the oven to 350 F. In a large bowl, whisk melted butter, brown sugar, peanut butter, eggs, and vanilla extract until smooth. Add in the flour, salt, and baking powder until smooth.
Spread the mixture into a greased 8-inch square baking dish. Bake for 20-25 minutes.