Preheat oven to 375 degrees. Line 2 cookie sheets with parchment paper.
Mix together flour, baking soda and salt; set aside.
Cream butter and both sugars using high speed of an electric mixer for 3 solid minutes. Beat in the peanut butter, followed by eggs and vanilla.
Stir in the flour mixture, followed by candies and peanuts.
Scoop up by tablespoons and shape into balls. After making the cookie balls you can bake them immediately or put on a plate, cover with plastic and chill until ready to use.
When ready to bake, preheat oven to 375 degrees F. and bake for about 12 minutes.