Anthropic's MCP (Model Context Protocol) and Google's A2A (Agent-to-Agent) frameworks—two approaches to enhancing AI agent performance. MCP focuses on context management, ensuring agents operate with the right tools and awareness, ideal for compliance-driven sectors like finance and healthcare. A2A emphasizes agent collaboration, enabling seamless, real-time communication and task delegation across platforms—perfect for complex, multi-agent workflows.