Apache Software Foundation Incubating

Give maintainers time back.

Apache Magpie is an AI-powered assistant that helps open-source maintainers manage contributions more efficiently. From triage to auto-merge, Magpie learns your project and scales your review capacity.
Free & open-source
Vendor neutral
ASF governed
PR SubmittedContributor opens a pull request
Done
Magpie TriagesAuto-label, categorize & prioritize
Active
Mentor SuggestionsGuide contributors with feedback
Active
Draft ReviewGenerate review comments & notes
Beta
Auto-mergeMerge when all checks pass
Planned
5 Operating Modes
Progressive automation that adapts to your projectStart simple. Each mode builds on the previous one, evolving as trust grows.
1
Triage Mode
Active
Auto-label, categorize, and route incoming PRs and issues to the right reviewers instantly.
Auto-labeling
Priority scoring
2
Mentoring Mode
Beta
Guide first-time contributors with contextual suggestions and code style feedback.
Style guides
Doc links
3
Drafting Mode
Active
Generate review comments, changelogs, and release notes from PR context and commit history.
Review drafts
Changelogs
4
Pairing Mode
Beta
Work alongside maintainers in real-time, suggesting fixes and identifying edge cases before review.
Real-time assist
Pre-checks
5
Auto-merge Mode
Planned
For trusted, well-tested contributions that pass all checks, Magpie can autonomously approve and merge with full audit trails and rollback capability.
Auto-approve
Audit trail
Rollback
Security First
Built with security at every layerEvery interaction is auditable, every decision is transparent, and every action respects the principle of least privilege.
Token ScopingMinimal permissions per operation. Magpie never requests more access than needed.
Full Audit LogsEvery AI decision logged with reasoning, context, and timestamps. Full traceability.
No Data RetentionCode processed in-memory, never stored. Your intellectual property stays yours.
Rollback SupportAny automated action can be instantly reversed. Humans always retain the final say.
Role-Based AccessGranular permissions aligned with project governance. Distinct access for PMC and contributors.
ASF ComplianceBuilt to meet Apache Software Foundation standards for security and governance.
Open Governance
Truly vendor neutralApache Magpie is developed under the Apache Software Foundation umbrella, ensuring no single company controls the project direction. Decisions are made by the community, for the community.
Swap LLM providers freelyUse OpenAI, Anthropic, local models, or any provider. No lock-in.
Community-driven roadmapEvery feature is proposed, discussed, and voted on in the open.
Apache 2.0 LicensedPermissive licensing that works for individuals, startups, and enterprises.
Ready to give your maintainers time back?Join the growing community of open-source projects using Apache Magpie to scale their review processes without burning out their maintainers.