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.
Skim off any fat or impurities from the surface, then strain the broth through a fine-mesh strainer.
Store in jars.
