Preheat oven to 375 degrees Fahrenheit
Mix flour, oats, brown sugar, baking powder, and salt in mixing bowl
Beat milk, eggs, peanut butter together in a separate bowl
Combine the wet ingredients with dry and blend well
Spoon batter into muffin cups
Bake muffins 15-18 minutes until they are golden brown and no longer gooey in the middle.