About AI Tools Scout
Our Mission
AI Tools Scout helps developers navigate the fast-moving AI ecosystem. We track 50+ top projects across 7 categories, providing objective health metrics so you can make informed decisions about which tools to adopt.
Health Score Methodology
Every project receives a health score from 0 to 100, computed from 7 weighted signals:
| Signal | Weight |
|---|---|
| Star Growth Momentum | 20% |
| Commit Frequency | 20% |
| Issue Response Health | 15% |
| Contributor Diversity | 15% |
| Release Cadence | 10% |
| Documentation Quality | 10% |
| Community Signal (fork/star ratio) | 10% |
Data Sources
All data is sourced directly from the GitHub REST and GraphQL APIs. Our automated pipeline runs every 6 hours via GitHub Actions, syncing the latest metrics and computing health scores. No manual curation involved in the scoring — it's purely data-driven.
Contact
Have feedback or want to suggest a project? Open an issue on GitHub.