Add flour and stir until well mixed. Add broth and bring to boil over high heat, stirring until thickened, about 5 minutes.
Reduce heat to medium, add milk and season to taste with salt and black pepper. Cook, stirring frequently, until mushroom soup with peppers is heated through (do not boil). Stir in parsley.