Essential knowledge for the General Studies II paper in UPSC Mains includes understanding Governance, Constitutional provisions, and Social Justice. Candidates should also be well-versed in policies and schemes related to welfare and development, as this paper evaluates practical application in the civil services context. Additionally, knowledge of the Indian political system and significant government initiatives is crucial for answering questions effectively, highlighting a candidate's readiness for governance-related challenges.