Put the chicken bones, carrots, celery, parsnips, bay leaves, thyme, onion, salt and pepper into a large slow cooker. Cover with water by 2 inches, then set on low. Cook for 10 to 12 hours overnight. Strain the broth through a fine-mesh strainer, then store in jars.