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ML2
Multi-Step Agent SetupsToolMCPGitHubautomation

GitHub MCP Server

Our verdict

The standard way to let an agent read issues, open PRs and inspect CI. Use fine-grained tokens and read-only toolsets where you can.

Who it's for
Builders automating GitHub work with agents
Leverage
Agents operate on repos, issues and PRs
Effort
Low
Date added

What it does

GitHub's official MCP server connects AI tools to GitHub so they can work with repositories, issues, pull requests, Actions and more.

How builders use it

  • Triage new issues with labels and summaries.
  • Have the agent read CI logs and propose a fix.
  • Enable only the toolsets you need.

What to expect

Repo admin chores handled by your agent.

Copy this: Triage prompt

Using the GitHub tools, list open issues in <owner>/<repo> created in the last 7 days.
For each: suggest a label (bug/feature/question), a priority, and whether it's agent-ready (clear scope + acceptance criteria).
Output a table. Don't modify anything yet.

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