Abstract: Mental health stigma (MHS) among military personnel requires a complex approach, as it is influenced by ethical challenges and organizational norms distinct from those in civilian milieus. Stigmatization encompasses multiple dimensions-including social, self, anticipated, cultural, and structural stigma-that must also be examined within military settings. This article presents a conceptual analysis of key research directions in the field of MHS, based on a literature review conducted across three electronic databases (PubMed, Google Scholar, and Clarivate/Web of Science), from the inception of each database upto June 2025. The review focuses on active-duty service members and veterans, and identified six major domains involving MHS: (1) structural stigma within military contexts, (2) risk factors and consequences associated with MHS, (3) self-stigma among active-duty personnel and veterans, (4) the role of military healthcare providers in mitigating stigma, (5) military sexual trauma and its relationship to stigma, and (6) interventions aimed at decreasing MHS among military personnel. Although relevant primary and secondary studies were identified across these domains, significant research gaps remain, particularly in the last three areas. Addressing MHS in military populations is essential not only for improving quality of life, psychological well-being, and daily functioning, but also for maintaining combat readiness, unit cohesion, and peer acceptance.