Find open source issues
your skills actually match
IssueCompass reads your GitHub activity — every repo, every commit, every language. Then it matches you to open issues where your specific skills will make a real difference.
vercel/next.js
Add TypeScript support for new config option
fastapi/fastapi
Improve error message for invalid dependency injection
tailwindlabs/tailwindcss
Document new container query utilities
How it works
Three steps from zero to your first contribution match.
Connect GitHub
Sign in with OAuth. We read your public repos, languages, and commit history. No private access, no stored credentials.
Build your fingerprint
Our analyzer maps your skills across categories — frontend, backend, DevOps, ML, systems. A radar you can actually read.
Get matched daily
New issues from indexed repos are scored against your profile. Your feed updates every 6 hours. Save, search, track.
Built different
Practical decisions for a practical tool.
Built from your Git history
No self-assessments, no forms. We analyze your actual commits, repos, and languages to build a skill profile you can trust.
Semantic issue matching
Vector search through thousands of open issues finds the ones where your specific skillset is most useful — not just keyword matches.
Daily personalized feed
New issues indexed every 6 hours. Your feed updates automatically. No refresh needed, no noise.
Why this exists
Most tools over-promise and under-deliver. We took a different approach.
Ready to contribute?
Free. Open source. No email signup, no credit card, no data collection — just your GitHub profile.