• PRIORITY
  • TRENDS
  • CONTEXT
  • HUMAN

How to triage active issues with your AI

Connect Sentry to your AI client once. After that, your agent handles the heavy lifting of monitoring error logs and identifying critical bugs.

Ask AI about this page

Short answer

How can I use AI to triage my Sentry issues?

Your AI pulls real-time error data and event logs directly from your Sentry projects. It identifies which bugs are spiking or affecting the most users, giving you a prioritized list of what to fix first. You get a clear breakdown of your current error landscape.

Triage outcomes

Where every issue lands.

The AI organizes raw error data into actionable categories.

PRIORITY

Critical bug alerts

The AI identifies high-impact errors that need immediate attention. You get a list of the most urgent issues to tackle.

TRENDS

Error spike detection

Your agent spots sudden increases in specific error types. This helps you catch regressions before they spread.

CONTEXT

Event summaries

The AI looks at recent events to explain why an error is happening. You get the technical context needed to start debugging.

HUMAN

Manual triage required

The AI flags complex or ambiguous errors that don't fit a clear pattern. You decide if these require a deep dive or a quick fix.

The workflow

What your AI does when an error occurs.

Your agent acts as a first responder, watching your projects and organizing the noise.

  1. Scan your projects

    The AI looks through your active Sentry environments to see what is currently running.

    list_projects

  2. Pull recent errors

    It gathers a list of the most recent issues reported across your software.

    list_issues

  3. Analyze event data

    The agent examines specific event details to understand the frequency and impact of a bug.

    list_events

  4. Prioritize the queue

    The AI compares different issues to determine which ones are the highest priority for you.

    list_issues

Try it

Copy these to start.

Use these prompts to kick off your triage process.

Starting points

These are opening lines. Swap out the project names or error types with your own specific details.

Sentry Application Monitoring Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_44oqnI7Ime1XiKScWG9YlmefdW04ekDjWjnlXHRM/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Sentry Application Monitoring capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sentry-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_44oqnI7Ime1XiKScWG9YlmefdW04ekDjWjnlXHRM/mcp"
    }
  }
}
Copy into chat04

  • List all active issues in my 'frontend-web' project.

  • Which issues in my 'api-gateway' project have the highest priority right now?

  • Summarize the most recent events for the 'auth-service' project.

  • Are there any new error spikes in my 'mobile-app' project from the last hour?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Sentry once, then ask.

Just click the link to connect your account. Your credentials stay encrypted, and you can start chatting with your Sentry data immediately.

Connect Sentry to your AI

FAQ

How this task behaves

  • 01

    Can the AI fix the bugs for me?

    No. The AI can only read your issues and events to help you understand them. You still have to write and deploy the code fixes.

  • 02

    Can the AI delete issues in Sentry?

    No. The AI only has permission to read data from your projects. It cannot modify or delete anything in your Sentry account.

  • 03

    Does the AI see all my Sentry data?

    The AI only sees the data from the projects you specifically ask it to look at.

  • 04

    Can I use this with any AI client?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 05

    How does the AI know which bugs are high priority?

    The AI looks at the issue data provided by Sentry, such as frequency and impact, to determine what needs your attention.

  • More questions about Sentry? The Connector page answers them. See everything the Sentry Connector can do

Connect Sentry Application Monitoring to Claude, Cursor, ChatGPT & more