It depends on your needs I guess. Not all API can be handled by just a few classes. If your plan is to maake a microservice that expose a single value, yes spring boot is likely overkill. But when you have complex models with runtime configuration and profiles and so on... Maybe we need to specify what we are really talking about when we say API. For some it just means a partial implementation of REST.