Yes you need stamp from the Qatar Embassy there. How to get there please have a look at http://whyblogwithnoname.blogspot.com/2014/07/getting-your-documents-att... it shows the price and how to get there.

And please read this as well before going to Qatar Embassy. http://philpad.com/visa-stamping-requirements-for-qatar-embassy-philippi...