Toss shrimp with paprika and salt and pepper in a small bowl. Heat oil in a large skillet over high heat. Add shrimp and cook until pink and done. Remove from heat.
Meanwhile, prepare chimichurri in a blender or food processor. Add all ingredients and pulse until chopped and combined.