Honeycomb

Connects Claude to Honeycomb's observability platform so you can query traces, events, and metrics without leaving your IDE or CLI. The server exposes tools to run queries, use BubbleUp for anomaly investigation, check SLO and trigger states, fetch individual traces, and create boards to document what you find. Authentication happens through OAuth with a browser flow, no API keys to pass around. Reach for this when you're debugging performance issues or investigating alerts and want your AI assistant to pull live telemetry data, suggest instrumentation changes, or help migrate dashboards. Works with Cursor, Claude Desktop, VS Code, and other MCP-compatible tools once your team enables Honeycomb Intelligence.