Free for open-source maintainers
The peer-review leaderboard for open-source GitHub repos.
Submit your repo and collect 800+ character peer reviews from GitHub-verified developers. The leaderboard follows published rules. No black-box algorithm. No launch-day window.
Top repos right now
Persistent peer review, not launch-day hype
Product Hunt rewards the moment. RepoRanker rewards the work. Reviews live on the repo page permanently, rankings follow rules you can read, and feedback is written by developers who have GitHub skin in the game.
Product Hunt
RepoRanker ✓
Built for
Product launches (any category)
Open-source GitHub repos only
Feedback format
Upvotes + short comments
800+ character written reviews
Ranking logic
Launch-day vote momentum
Reviews + star momentum, formula published
Feedback lifespan
Fades after launch day
Permanent on every repo page
Reviewer identity
Any account
GitHub-verified, no self-review
Full comparison: vs Product Hunt, GitHub Trending & Awesome lists →
Real reviews from the community
What an 800-character review actually looks like
What a real review looks like
“`weathr` turns a basic terminal forecast into a charming ambient application. Real-time Open-Meteo data drives ASCII rain, snow, thunderstorms, airplanes, and day/night scenes, so the animation communicates current conditions rather than acting as a disconnected screensaver. …
A terminal weather app with ASCII animations driven by real-time weather data.
What a real review looks like
“EVA’s appeal is its simplicity: a capable command-line agent in a single Python file, with no required third-party dependency and support for OpenAI-compatible local or remote models. Directory-scoped sessions, Ctrl-C interruption, configurable `EVA.md`, one-shot automation, goal mode, and confirmation for non-read com …
一个极简的单python文件智能体，无第三方依赖、随处运行。 <A minimalist AI agent in a single Python file – no third‑party dependencies, runs anywhere.>
What a real review looks like
“Zephyr combines a modern cross-platform Mihomo client with substantial rule and security functionality. Beyond subscription import, proxy selection, system proxy, TUN mode, and traffic views, the Prism engine supports declarative patches, adaptive node selection, failover, sandboxed scripts, and plugins. …
A modern, lightweight, and secure Mihomo / Clash Meta GUI client built with Tauri and Rust.
Submit. Review. Earn. Boost.
A credit economy where contribution is the only path to visibility.
Submit your repo for free
Any active public GitHub repo qualifies. Add a tagline. Your project goes live on the leaderboard immediately. No approval queue. No card.
Write one peer review
Pick a repo you've used or have strong opinions on. Write 800 characters: what it does, who it's for, what could improve. The maintainer has 48 hours to dispute low-effort or off-topic submissions. After that the review goes public and you earn 10 credits.
Spend credits on visibility (or skip them)
Use earned credits to pin your repo at the top of the feed or take a Featured spotlight. Boosts also work in cash, from $2. The leaderboard itself is always free.
Submit
free
Review others
800+ chars
48h window
dispute period
+10 credits
when released
Boost
optional
Worked example. Review 2 repos this week → 48h windows close → earn 20 credits → run a 20-credit leaderboard boost. Or skip reviewing and pay $2. Full credit math →
How we keep this honest
The credit economy only works if reviews are real. Four guardrails make that the default, not the exception.
48-hour dispute window
Reviews don't go live, and credits don't unlock, until 48 hours after submission. The reviewed maintainer can flag low-effort or dishonest text and stop both from happening.
GitHub-only sign-in
Every reviewer is tied to a public GitHub developer profile. No anonymous accounts, no email-only signups, no throwaway identities behind reviews.
No self-dealing
You cannot review your own repos. You cannot review the same repo twice. Boost purchases are visible on the leaderboard so paid placement is always identifiable.
Deterministic ranking
The Top sort follows a published formula: peer reviews, star growth since submission, and optional boosts capped at 2x. No hidden engagement model. Same inputs, same order, for everyone.
Read the full moderation policy →·Ranking rules·Content policy
The first thing every developer sees — above the leaderboard
Up to 3 projects hold a spotlight at once. Each runs for 48 hours and sits above all ranked results. Activate with review credits or a direct purchase.
Open-source repo leaderboard
Full leaderboard →- 151RiskFlow-From-Data-to-Deployment
A machine learning pipeline that predicts loan default risk using a Random Forest classifier, served via a FastAPI REST API with a web UI, Dockerized deployment
Jupyter Notebook★11 reviews - 152pycryptoxLive
Post-quantum cryptography, plausible deniability, secure software, secure hardware, and more.
Python★11 reviews - 153Data-BeautifierLive
A beautiful, snappy, and lightweight desktop app for formatting JSON, XML, YAML, and other data formats in Rust using the Tauri framework.
Rust★11 reviews - 154npm-bahtrext
..........
JavaScript★11 reviews - 155Fresh-RISC-Processor
Fresh-RISC-Processor
SystemVerilog★11 reviews - 156CodeLensLive
CodeLens is not just a tool; it is a cognitive layer for software engineering. By synthesizing vast amounts of repository data into a neural index, it enables d
TypeScript★11 reviews - 157butterfly-css
butterfly css is a new way to build websites that fly out of the box!
HTML★11 reviews - 158autonomaLive
Autonoma is a modular AI agent that operates as a digital full-time employee (FTE). It connects to your communication channels, remembers context across convers
Python★11 reviews - 159unplugin-version-injectorLive
Universal plugin to inject your package version or current date into built files, supporting Vite, Rollup, Rolldown, esbuild, Webpack, Rspack, and Farm.
TypeScript★11 reviews - 160local-web-analytics-extension
Privacy-First Browser Analytics Extension
TypeScript★11 reviews - 161MealReel
> A full-stack MERN food discovery platform inspired by modern short-video reel systems where users can discover food through engaging video content and order d
JavaScript★11 reviews - 162shaydersLive
A modern, web-based GLSL shader editor for creating and experimenting with fragment shaders in real-time.
TypeScript★11 reviews - 163laravel-bootstrap-componentLive
Quantavoxel Bootstrap Component is a standalone Laravel package engineered to drastically accelerate UI development using Bootstrap 5. It eliminates configurati
JavaScript★11 reviews - 164LNNLive
title: Liquid Neural Networks (LNN) Research & Projects
Python★11 reviews - 165PySarraLive
A Python application that can read from Sarracenia and relay the messages however you'd like. It is designed to be significantly simpler than the official clien
Python★11 reviews - 166Cadence
A personal agentic operating system built on Claude Code.
HTML★11 reviews - 167portableaiLive
Install and run a fully offline AI chatbot from a USB drive. No internet needed after setup. No data leaves the USB. Truly portable: one USB runs on both Window
TypeScript★11 reviews - 168schema-initLive
A minimal PID 1 init system for Linux that supervises services through a weight-state machine instead of unit files and dependency graphs.
C★11 reviews - 169McpProbeLive
Building Model Context Protocol (MCP) servers is often a "black box" experience. You write the code, but you don't know if the schema is valid, if the latency i
TypeScript★11 reviews - 170cycles-client-rust
Tokio-native Rust client for the Cycles protocol — runtime authority over autonomous AI agents. Cycles enforces hard limits on spend, actions, pre-execution.
Rust★11 reviews - 171ua-g2p
A robust rule-based G2P (Grapheme-to-Phoneme) tool designed specifically for the Ukrainian language.
Python★11 reviews - 172CoProgrammerLive
CoProgrammer is an open protocol and toolkit for multi-agent software
Python★11 reviews - 173email-safeLive
Tailwind CSS + ESLint tools for email-safe HTML. AI-maintained compatibility matrix.
JavaScript★11 reviews - 174ShowMyItem
Elegantly display your held item, inventory, or ender chest in chat — making sharing easier!
Java★11 reviews - 175ctxnest
CtxNest is the local body your AI agent has been missing. It gives every coding assistant on your machine — Claude Code, Cursor, Gemini, Codex, Antigravity — a
TypeScript★01 reviews
Common questions
Why the 48-hour delay before a review is released?
The maintainer can dispute a review that breaks the rules during the window. If there is no dispute, the review is published, credits are granted, and the review is visible to everyone. That keeps the review pool higher quality.
How do you prevent fake reviews and self-dealing?
Sign-in is GitHub-only, so every reviewer is tied to a public developer profile. You cannot review your own repos. Reviews must clear 800 characters before submission. Every review enters a 48-hour dispute window where the maintainer can flag low-effort or dishonest text. Disputed reviews don't release and the reviewer earns no credits. See our content policy for full rules.
What stops paid boosts from buying #1?
Boosts are a multiplier on your organic score, capped at 2x. A repo with zero reviews scores zero regardless of boosts. A well-reviewed repo always beats a heavily-boosted one. See /rules for the full formula.
What is a credit?
A credit is a point you earn by writing reviews and spend on boosts. New accounts start with 25 free credits. Write an 800-character review and earn 10 more when it's released after the 48-hour dispute window.
Is it free to list my repo?
Yes. Submitting your repo and appearing on the leaderboard costs nothing. You only pay when you want extra visibility. Leaderboard boosts start at $2.
More questions? See the full FAQ →
250
repos listed
201
reviews published
206
developers
Who built this
Jay Campbell
@thejaycampbell·Founder, RepoRanker
I built RepoRanker because the vibe-coding wave produced thousands of new builders shipping in public, and there was nowhere to get substantive peer feedback on the actual work. GitHub is public but passive. Launch communities reward the moment, not the repo. RepoRanker is the place where critiques are earned, not gamed: reviewing another project earns you credits, so the feedback is real and the community has skin in the game.
Ship it. Then prove it.
60 seconds to submit. Zero approval queue. Or start by reviewing a project you already know and earn credits toward your own boost. See pricing for optional visibility options.