Heat oven to 350℉.
Line 3 sheet pans with parchment paper. Set aside.
In a large bowl, whisk butter and sugar together.
Add peanut butter, eggs, and vanilla.
Whisk until completely incorporated.
Add flour, oats, and baking soda.
Stir until combined.
Fold in m&m's and chocolate chips.
Use a 3 Tablespoon cookie scoop to portion dough onto prepared pans.
Bake for 12-14 minutes, until just staring to color around the edges.
Remove from oven and add candy eyes, if using.