Preheat oven to 350°.
Stir together peanut butter and next 4 ingredients in a medium bowl until well blended.
Stir in chocolate morsels.
Drop dough by rounded tablespoonsful 2 inches apart onto parchment paper-lined baking sheets.
Bake at 350° for 12 to 14 minutes or until puffed and lightly browned.
Cool on baking sheets for 5 minutes.
Transfer to wire rack, and let cool 15 minutes.