The SPRING INITIALIZR at https://start.spring.io has been around for a while and is the best way to bootstrap a new Spring Boot application.
So far, there hasn't been a similar way to bootstrap a new MicroProfile project even if the different vendors have provided starters for their implementations. But the wait is over! The MicroProfile Starter is currently in "Beta", but works like a charm. Just navigate to https://start.microprofile.io and start generating.
Based on which version of MicroProfile you select, you will get the available implementations that supports that particular version. You have the option of generating examples for the specifications included in the selected version. This is an excellent way to learn how the different technologies work.