sentry-setup-ai-monitoring
All Skills > Feature Setup > AI Monitoring
Setup Sentry AI Agent Monitoring
Configure Sentry to track LLM calls, agent executions, tool usage, and token consumption.
Invoke This Skill When
- User asks to "monitor AI/LLM calls" or "track OpenAI/Anthropic usage"
- User wants "AI observability" or "agent monitoring"
- User asks about token usage, model latency, or AI costs
Important: The SDK versions, API names, and code samples below are examples. Always verify against docs.sentry.io before implementing, as APIs and minimum versions may have changed.
Prerequisites
AI monitoring requires tracing enabled (tracesSampleRate > 0).
Data Capture Warning
More from getsentry/sentry-for-ai
sentry-fix-issues
Find and fix issues from Sentry using MCP. Use when asked to fix Sentry errors, debug production issues, investigate exceptions, or resolve bugs reported in Sentry. Methodically analyzes stack traces, breadcrumbs, traces, and context to identify root causes.
3.2Ksentry-react-native-sdk
Full Sentry SDK setup for React Native and Expo. Use when asked to "add Sentry to React Native", "install @sentry/react-native", "setup Sentry in Expo", or configure error monitoring, tracing, profiling, session replay, or logging for React Native applications. Supports Expo managed, Expo bare, and vanilla React Native.
1.9Ksentry-workflow
Fix production issues and review code with Sentry context. Use when asked to fix Sentry errors, debug issues, triage exceptions, review PR comments from Sentry, or resolve bugs.
1.4Ksentry-nextjs-sdk
Full Sentry SDK setup for Next.js. Use when asked to "add Sentry to Next.js", "install @sentry/nextjs", or configure error monitoring, tracing, session replay, logging, profiling, AI monitoring, or crons for Next.js applications. Supports Next.js 13+ with App Router and Pages Router.
1.3Ksentry-create-alert
Create Sentry alerts using the workflow engine API. Use when asked to create alerts, set up notifications, configure issue priority alerts, or build workflow automations. Supports email, Slack, PagerDuty, Discord, and other notification actions.
1.2Ksentry-react-sdk
Full Sentry SDK setup for React. Use when asked to "add Sentry to React", "install @sentry/react", or configure error monitoring, tracing, session replay, profiling, or logging for React applications. Supports React 16+, React Router v5-v7 non-framework mode, TanStack Router, Redux, Vite, and webpack.
1.2K