Best GitHub MCP server use cases
The highest-value GitHub MCP workflows are repeatable engineering loops where the agent needs repository facts plus GitHub metadata, not one-off browsing.
- PR review with linked issue and check context
- Repo onboarding for new Claude Code or Cursor sessions
- Triage summaries for issues and discussions
- Release note drafts from merged pull requests