How to automate GitHub issue triage with your AI

You connect GitHub once and ask. Your AI reads each open issue, searches your issues and your code for what it needs, and acts on it. No scripts, no cron jobs, no code to maintain. Every issue it reads lands in one of four places.

1. 01

   Your AI reads the issue

   Point it at a repository and it lists the open issues, then opens each one and reads the whole report: the title, the body, and the comments already there.

   list_repo_issuesget_issue_details
2. 02

   It checks the code

   An issue that says the webhook fires twice is only words until someone reads the webhook. Your AI searches for the code the issue names and reads the file, so its answer is about your code, not a guess from the title.

   search_github_codeget_file_contents
3. 03

   It answers what it can answer

   Duplicates, usage questions, known fixes: your AI posts the answer on the issue itself and links the original report or the documentation. It closes nothing, because closing is yours.

   add_issue_comment
4. 04

   It brings you the rest

   When an issue needs a human it comes to you with the context attached: the file, the reproduction, the related issue. And when the triage reveals a real bug, it opens the follow-up issue for you.

   create_new_issue

GitHub Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fIryFqSn5ElX5r3SAhmNYdc5Yr0BXuXnnrfiP1oC/mcpCopy

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 — GitHub capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "github-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fIryFqSn5ElX5r3SAhmNYdc5Yr0BXuXnnrfiP1oC/mcp"
    }
  }
}

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

One link in your AI's connector settings and GitHub is connected; your login stays encrypted on our side. The full walkthrough, every other capability, and the measured latency live on the Connector page. Come back here and paste a prompt.

• 01

  How does my AI know an issue is a duplicate?

  It searches your open issues for the same report, the same error, the same endpoint, the same symptom, and it reads both issues before it says anything. When it finds the original it posts a pointer on the new issue instead of a second answer.

• 02

  Will my AI close issues without asking me?

  No. Through this Connector your AI can read issues and post comments on them, and it closes nothing. When it cannot answer, it brings the issue to you with what it found.

• 03

  Can it label or assign issues?

  No. Through this Connector your AI reads your issues, posts answers on them, and opens a follow-up issue when triage finds a real bug. Labels, assignees and closing stay with you. The only thing it changes on an existing issue is the comment it posts.

• 04

  What if the triage is wrong?

  You see every response it posts, in the chat and in the activity log, and the Connector never deletes or closes anything. A wrong sort is a comment you correct, not a change you cannot undo.

• 05

  Can it triage the backlog, or only new issues?

  Both. Point it at today's new issues or the whole backlog; it works through them and reports what it did.

• 06

  Which AIs can do this?

  The ones you already use: Claude, ChatGPT, Gemini, and any client that takes a connector link. The same link works in all of them, so you switch AI without setting anything up again.

• 07

  Does it work on private repositories?

  Yes. You authorize GitHub once and your login stays encrypted on our side. Your AI sees only the connection link.

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