Unlike common frontend, backend, and AI open-source projects, it is difficult for potential users to directly perceive the utility of an open-source recommender system. Therefore, authors of Gorse built GitRec, a recommender system for GitHub repositories. This project not only demonstrates the basic capabilities of Gorse but also helps users discover interesting and useful repositories among the massive amount of open-source projects.