Hi 👋 , Is Rest API available in flink on `application-mode`(on yarn) ? or does it always require a cluster ?

There's always a jobmanager (which is where the REST endpoint lives). So yes.

Job manager in Application mode does not have some endpoints such as ones specific for session mode, but Rest API should always be available!