Amazon OpenSearch Service now uses Model Context Protocol (MCP) to render interactive visualizations directly within AI assistants. Instead of switching tabs to verify agent hypotheses, users view trace waterfalls and service topologies in-situ. This removes the manual verification bottleneck for observability agents. It is a practical UX improvement for AWS developers.