EasyMock is a mock object framework for Java that makes mocking objects easier for unit testing by allowing developers to replace real objects with mock objects to isolate the object being tested and test more code paths such as exceptions. It provides features for stubbing mock methods to return values or throw exceptions, checking method invocations, and verifying expectations after code under test has been called in replay mode. Main mock frameworks for Java include EasyMock, JMockit, Mockito, and JMock.