Set the rsocket port to 0, for instance:

@SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT,
    properties = {"spring.rsocket.server.port=0"})
public class MyControllerTest {
  // your test goes here
}