Today, Mobile devices are receiving a wide recognition as a cutting-edge technology to assist teaching and learning strategies that harness individual learners’ context. As mobile technology is being resorted to in education systems, tools that help accessing information have changed. In similar fashion, concepts such as Mobile Learning have emerged. Mobile learning is widespread. Furthermore, students nowadays are able to learn regardless of time and place. This is accomplished by mobile technologies and wireless internet connections. Nevertheless, there are still critical challenges regarding this new learning paradigm. In fact, researchers are meeting a difficulty related to providing accessibility for all students. This paper introduces a New Cloud-based Adaptive Mobile Learning System using a Multi-agent paradigm. The system provides adaptive learning content and personalised to the learner’s style and preferences, to increase learner satisfaction and facilitate the learning process. The system was implemented and will be tested with students in a real educational environment.