zsxh1990/pr-genius

Overview

PR Genius is a Python tool that reviews pull requests before submission and provides improvement suggestions based on a knowledge base of pull requests from large open source projects. It combines pre-submission PR analysis with a reference corpus of project PR history.

Best for

Best for
Developers looking for lightweight, PR-focused advice before submitting changes to open source projects

Use cases

• Identify potential issues in a pull request before submitting it
• Compare a new PR against patterns from established open source projects
• Get context-aware advice grounded in a PR knowledge base

How to use

Install

pip install prgenius-core

Tools exposed

• analyze_pr
• coach_pr
• triage_pr
• get_repo_profile
• list_open_prs
• get_case_study
• search_patterns
• schema_info
• status_prs
• profile_writeback_suggestions
• maintainer_view
• review_queue
• Anti-patterns

Tested with

Continue

Notes

PR Genius is a Python tool that reviews pull requests before submission and provides improvement suggestions based on a knowledge base of pull requests from large open source projects. It combines pre-submission PR analysis with a reference corpus of project PR history.

3 stars on GitHub. Last updated 2026-09-03. Licensed MIT.

Use cases

• Identify potential issues in a pull request before submitting it
• Compare a new PR against patterns from established open source projects
• Get context-aware advice grounded in a PR knowledge base

Pros

• Targets the pre-submission stage, when changes are easiest to adjust
• Leverages real PR data from large open source projects
• Simple Python-based tool, easy to inspect and extend

Cons

• Very early-stage project with only 3 GitHub stars
• No evidence of active maintenance or broad community adoption
• Limited documentation and feature set at this stage

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.