Combine first 9 ingredients in a soup pot. Bring to boil, then turn down to medium low, cover and simmer for 10 minutes.
Stir in peanut butter and milk. Return to gentle simmer and cook uncovered for 5 minutes. Stir in spinach and cook until wilted, 2 to 3 minutes. Remove from heat.
