It depends on the type of establishment.

A full service restaurant where you are directed to a table, someone takes your order, then brings food to you, and then you pay would require a tip, because that is considered service.

A counter service restaurant or cafe where you walk up to a counter, give your order, pay, then pick up your food and find your own table would not require a tip.