Excerpt from a list of Top (Ten) Culinary Herbs and more, written by Rhonda Haavisto. A theme garden handout prepared for Herb Plant Sale 2002. 
Artemesia
Bay
Houseleeks (Hens & Chicks)
Lavender
Marjoram
Oregano
Rosemary
Sage/Salvias (pictured) 
Santolina
Thyme
Yarrow 
Drought Tolerant Herbs
Herbs that are native to the Mediterranean region and herbs with silver or gray-green foliage tend to be more drought tolerant. Once established, the majority of herbs are considered "drought tolerant" plants.

Also see Texas Potting for Rosemary.



Berggarten Sage
Salvia officinalis 'Berggarten”
'

Photo credit
Lucy Pease