The financial services industry is in the midst of a profound AI transformation, with the focus shifting from whether firms can use Generative and agentic AI to how they can use it responsibly and securely. FINOS introduces the AIGF MCP Server as an intelligent interface that operationalizes its AI Governance Framework for financial institutions.