I will present in this talk an overview of Mean Field Game (MFG) theory. After recalling briefly the type of models MFG are, we emphasize the applications of MFG models including recent ones such as mobile telecommunications networks, machine learning, oil production, cryptocurrencies… And we also discuss the mathematical state of the art.