As an important way to enhance the psychological quality of college students and promote their comprehensive development, the research and practice of mental health education courses have become a hot topic in the field of education. This article is based on the CiteSpace bibliometric analysis tool to systematically review and analyze the relevant research on college students’ mental health education courses in recent years, revealing the current research status, hot issues, and future development trends in this field, providing references for related research and practice.