magpie
Agent-assisted maintainership and development framework for Apache projects — Triage and Drafting (agent-authored fixes with human review); Mentoring, Pairing (developer-side dev-cycle), and Auto-merge on the roadmap.
- Ask Claude to triage incoming GitHub issues and categorize them by priority and type.
- Generate draft pull request fixes for common bugs identified in project issue queues.
- Automate code review workflows by having Claude assist with initial assessment of submissions.
Reduces maintenance bottlenecks in open-source projects by automating issue triage and generating fix candidates, freeing maintainers to focus on review and strategic decisions rather than routine work.
Apache project maintainers and open-source teams managing high-volume contributor workflows and issue backlogs.
https://github.com/apache/magpie
By apache
How to Get It
claude plugins install apache/magpie
Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.
Trust Signals Auto-scanned
Community Pulse New
No community discussions found yet. This doesn't mean the tool isn't good — it may be new or serve a niche use case.
Reviewer notes
Auto-scanned review. These are observations, not a security certification.
Scored from trust signals (evidence-eval-v1): 47 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.
How to evaluate tools before deploying →
Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.
Evaluation
Scored from trust signals (evidence-eval-v1): 47 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.