Project: [Creative App] - [Reviewly]

Track

Creative Apps (GitHub Copilot)

Project Name

Reviewly

GitHub Username

@Harsh9485

Repository URL

https://github.com/Harsh9485/Reviewly

Project Description

Reviewly solves a real problem that open source maintainers face every day: deciding which pull requests deserve their time and attention.

In open source projects, many developers contribute. That is a great thing. However, maintainers often receive a large number of pull requests, and not all of them meet the project’s quality standards. Some contributors, especially beginners, rely heavily on AI tools to generate code just to improve their profile. The result is low-effort or poorly aligned pull requests.

Maintainers still have to read the code, understand the changes, test them, and verify that the contribution follows the project guidelines. If the pull request is low quality, this process wastes valuable time and energy.

This is where Reviewly comes in.
Reviewly is an MCP server designed to work directly with GitHub Copilot in VS Code. It analyzes pull requests before a maintainer starts a full review. It evaluates different signals such as:

• Code quality and structure
• Signs of AI-generated low-effort code
• Commit cleanliness and clarity
• PR description quality
• Presence of supporting evidence like screenshots or videos

Reviewly uses a scoring system that aggregates these signals into a structured result. The MCP server collects relevant PR data, processes it through the scoring logic, and then provides the analysis to GitHub Copilot. Copilot uses this structured output to generate a clear recommendation for the maintainer, such as whether the PR looks solid, risky, or likely low quality.

The goal is not to replace human review, but to prioritize attention. Reviewly helps maintainers focus on high-value contributions first and reduce time spent on low-effort pull requests.

You can find more details about the scoring system and detection logic in the project documentation.

Demo Video or Screenshots

https://drive.google.com/file/d/1RGLCeFyQGxEpaW3NHYetWT5GRUQdL0aF/view?usp=sharing

Primary Programming Language

TypeScript/JavaScript

Key Technologies Used

• JavaScript / TypeScript
• GitHub API
• MCP Server

Submission Type

Individual

Team Members

No response

Submission Requirements

• My project meets the track-specific challenge requirements
• My repository includes a comprehensive README.md with setup instructions
• My code does not contain hardcoded API keys or secrets
• I have included demo materials (video or screenshots)
• My project is my own work with proper attribution for any third-party code
• I agree to the Code of Conduct
• I have read and agree to the Disclaimer
• My submission does NOT contain any confidential, proprietary, or sensitive information
• I confirm I have the rights to submit this content and grant the necessary licenses

Quick Setup Summary

Install dependencies

npm install

Build the project

npm run build

Verify build output

ls build/

Output: handlers.js, index.js, schemas.js, types.js

Technical Highlights

**

Challenges & Learnings

MCP

Contact Information

panwarharshwardhan67@gmail.com

Country/Region

India

Read the submitted repository's README.md, then run npm install and npm run build; the payload identifies build/handlers.js, index.js, schemas.js, and types.js as outputs. No change request or acceptance criteria is given, so completion cannot be determined from this issue.