Combine peanut butter, eggs, and sugar and mix until smooth. Mix in chocolate chips. Spoon dough by tablespoons onto a cookie sheet.
Bake for 10 to 12 minutes or until lightly browned. Let the cookies cool on the cookie sheets for 5 to 10 minutes before removing.
