Sample code (see SpringContextAwareJerseyTest.java) on how you can enhance JerseyTest to access the internal Spring application context without writing a custom ServletContainerFactory.
I also include a test case based on SpringContextAwareJerseyTest to show how you can easily use Mockito and RestAssured to test your REST API end-to-end.