This article discusses the game-theoretical model for issuing a loan to microfinance institution clients. It studies the subject area of the microfinance market of the Russian Federation, as well as clustering algorithms for various objects. These algorithms are used for clustering borrowers. The optimal strategy of a microfinance loan issuing organization is found based on the clusters obtained and the game-theoretic model built. The results of a numerical example are given.