Go to Tealosophy!! http://www.tealosophy.com
It's inside the promenade gallery at the Alvear Palace Hotel. Ask for Pilar... sometimes you can see Inés, the owner, but most of the time Pilar is there. Anyway, they have exactly what you are looking for. Good luck!
Elias