Peel and cut potatoes into cubes.

Combine potatoes, water, salt and pepper, chicken broth and butter. Boil until potatoes are just tender with a fork.

In a separate bowl, mix milk and flour until smooth. Pour into soup. Let simmer for a few minutes.