Combine the thighs, water, bay leaves, thyme, onions, celery, parsley, salt, and peppercorns in a kettle. Bring to the boil, partly covered, and let simmer 20 minutes.
Remove from the heat and let stand until ready to use. Remove the thighs, strain the broth, and skim off the fat.