MCP Apps for Monitoring: Interactive Prometheus Charts

MCP connects AI to your metrics, but answers come back as text: hundreds of numbers to read, when you need to see the trend. MCP Apps close this gap — the server returns an interactive chart, drawn right in the conversation. In this session, through my app that turns PromQL results into the right chart type, explore the pitfalls of building one: not every host renders the UI, and large results can overwhelm the model's context. Leave with an open-source template repo to adapt to your tools.