In-memory integration testing for Guice + Jersey (any MockMvc equivalent)?

I am currently working on a REST application which is based on Guice dependency injection and powered by Jersey.

While it is relatively simple to do unit tests which call endpoint methods and filters directly, I am struggling to find a solution which can test the app in integration, meaning that I would supply path and payload rather than mocked HttpRequest.

In Spring world, I find the class MockMvc very handy for this type of testing.

Are there any equivalents of MockMvc in Guice + Jersey world?

If not, what is the "best practice" for integration testing?