This qualitative study analyzed interviews with 14 key stakeholders in India to understand how social perceptions of mental health in old age influence primary mental healthcare (PMHC) design and implementation. The central finding is that stigmatization of mental health, especially in old age, is a major barrier, but community-oriented PMHC focused on promotion could help combat negative attitudes.