I've bought it at WF - I think Thai Kitchen brand. Tiny jar.

I would ask the same question as Pierno. I use this one for green http://www.foodandwine.com/recipes/fresh-green-curry-sauce

Green or red curry? Certainly you can find some kind of curry paste at Whole Foods. It doesn't need to be specifically "Thai".