Best bits of https://spring.io/guides/gs/testing-web/:
testCompile("org.springframework.boot:spring-boot-starter-test")
@AutoConfigureMockMvc on your test class, injects a MockMvc instance when you Autowired one.
(You'll probably need @RunWith(SpringRunner.class) and @SpringBootTest too.)