Discover beginner-friendly open source projects and issues tailored to your tech stack — guided by AI, backed by GitHub data.
Read-only GitHub access • No spam • Open-source friendly
A guided workflow that takes you from interest to your first meaningful open-source contribution.
Personalize recommendations
Select the languages, frameworks, and domains you’re interested in so we can tailor repository suggestions for you.
Curated & beginner-friendly
We analyze GitHub activity, labels, and maintainers to surface projects that are active and welcoming.
AI-guided issues
Understand issues in plain English, see required skills, and follow clear first steps toward your PR.
Personalize recommendations
Select the languages, frameworks, and domains you’re interested in so we can tailor repository suggestions.
Curated & beginner-friendly
We surface active projects with beginner-friendly issues and good community practices.
AI-guided issues
Understand issues easily and follow structured steps to submit your first PR.
Starting open source is hard. We fix the broken onboarding experience.
GitHub hosts millions of projects. Finding one that matches your skill level and tech stack feels like finding a needle in a haystack.
"Fix bug in styling" — Issues often lack context, reproduction steps, or guidance, leaving beginners lost before they even start.
Our AI filters out inactive repos and surfaces active, welcoming projects that specifically need your skills.
We break down complex issues into simple, step-by-step contribution plans so you know exactly what to do.
Discover beginner-friendly repositories, understand issues clearly, and start contributing with confidence — guided every step of the way.
✨ No credit card🔒 Read-only GitHub access❤️ Free & open source
