Melt the butter in heavy medium skillet over medium heat. Add in the next 6 ingredients (through cayenne pepper). Sauté 30 seconds. Add the shrimp and sauté until opaque in the center, turning occasionally, about 3 minutes. Stir in the parsley. Season with salt and pepper, to taste.
Serve the shrimp on its own or over hot cooked rice.