What kind of library are you looking for as in this country stationery stores/ book stores are also called libraries?

If you are reffering to a library where you can borrow books from you can use the one at Georgetown University. The deposit for public patrons is QR. 50.

Here is their website:
http://library.georgetown.edu/qatar/