Amazon OpenSearch Service has added support for MCP Apps, a feature that lets AI agents return interactive visualizations together with their text responses. According to the announcement, a single MCP server run locally allows an agent to progress through an observability workflow within one conversation — moving from an alert to a trace, then to logs, and finally to root cause.
The described setup also allows users to verify each step inline, without leaving their IDE.
Why it matters
Combining text responses with interactive visualizations addresses a common limitation of text-only agent output, giving users a way to confirm an agent’s reasoning as it works through diagnostic steps. Keeping the workflow inside the IDE consolidates the debugging process into a single environment.
Who should care
Developers and engineering teams who use Amazon OpenSearch Service for observability and are building or using AI agents for incident investigation are the primary audience for this capability.