If you don't live in Japan it's not always so easy to find good stores for Go equipment. Please contribute to this list of shops.
Note: online suppliers are listed in their national section.
Japan (an exception; written mainly on online ordering)
A travel wiki (WikiVoyage) has a page on Go, with a section on buying equipment, mainly for travellers in Asia.