Heat water and butter to rolling boil in 2 1/2-quart saucepan. Stir in flour; reduce heat to low. Stir vigorously about 1 minute or until mixture forms a ball; remove from heat. Beat in eggs, all at once; continute beating until smooth. Drop dough by scant 1/4 cupfuls about 3 inches apart onto ungreased cookie sheet.