The purpose of the Interview stage in the UPSC selection process is to assess candidates' personality traits, communication skills, and overall readiness for civil services. This stage provides an opportunity for the board to evaluate a candidate's leadership qualities, integrity, and social awareness. It serves as a crucial component to determine if candidates possess the necessary temperament to serve in various roles within administration.