In a large mixing bowl, whisk together the melted butter, peanut butter, brown sugar, and white sugar until well combined. Add in the egg and vanilla extract, mixing until the egg is fully incorporated into mixture.
In a separate bowl, whisk together flour, graham cracker crumbs, cornstarch, baking powder, baking soda, and salt.
Stir the dry ingredients into the wet mixture, then fold in the crushed graham cracker pieces, be careful not to over mix the dough.
Line a small tray with parchment or wax paper and set aside. Scoop 8 cookie dough balls using a #16 cookie scoop (see note) or eye balling it (about 80 g per cookie), then place on prepared tray and freeze for 30 minutes.
Preheat oven to 350°F (175°C). Bake chilled dough for 14–16 minutes, until edges are golden but centers are soft. These cookies SPREAD but it’s okay! Immediately once the cookies are removed from the oven, push the cookies inward with a large jar or coffee mug and scoot around to form a round cookie.
After you’re done scooting the cookies, leave the cookies on the baking sheet and allow them to continue to bake for 15 minutes. Then transfer to a cooling rack to cool completely.