In a large mixing bowl, combine the flour, baking powder, and a pinch of salt.
Mix the butter until the mixture looks like rough, small pieces.
Slowly pour in the milk and stir until a soft dough comes together.
On a floured surface, roll out the dough to about 1/8 inch thickness.
Cut the dough into small squares or rectangles, depending on your preference.
In a large pot, bring the chicken broth to a simmer.
Drop the dumplings into the simmering broth, stirring gently to prevent sticking.
Add the shredded chicken to the pot, continuing to simmer until the dumplings are cooked through and the broth has thickened.
Season with salt and pepper to taste.
Serve the Cracker Barrel Dumplings hot, garnished with fresh parsley.