Amazon OpenSearch Service has introduced new functionality designed to combine diagnostic telemetry with autonomous assistants. The platform now "supports MCP Apps, which return interactive visualizations alongside your AI agent's text responses." This integration allows teams to view charts and structured data directly alongside narrative AI explanations during operational investigations.
The integration operates via "a single, locally run MCP server" to assist engineers through end-to-end incident analysis. This local setup enables the agent to "move from alert to trace to logs to root cause in one conversation." Furthermore, developers are able to "verify every step inline without leaving your IDE," keeping the entire debugging and validation process contained within their development workspace.