Magical tools for data.
Documentation you and AI can actually trust - multilingual, always fresh, plugin-extensible.
Mage vs Rasepi - Trusted Knowledge System for AI & Teams
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Mage (Magical tools for data.) and Rasepi - Trusted Knowledge System for AI & Teams (Documentation you and AI can actually trust - multilingual, always fresh, plugin-extensible.) both appear on the Smoower Developer Ecosystem Index.
Rasepi - Trusted Knowledge System for AI & Teams (rank #455) holds a narrow lead over Mage (rank #485) on the overall Smoower ecosystem score (39 vs 38). The gap of 1 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Rasepi - Trusted Knowledge System for AI & Teams is ahead of Mage. On education (docs, guides and learning material for developers), Rasepi - Trusted Knowledge System for AI & Teams is slightly ahead of Mage. On community (issue response, PR reviews and discussion health), Mage is ahead of Rasepi - Trusted Knowledge System for AI & Teams. On reach (how visible the ecosystem is beyond its own repos), Mage is ahead of Rasepi - Trusted Knowledge System for AI & Teams. On momentum (release cadence and how fast the ecosystem moves), Rasepi - Trusted Knowledge System for AI & Teams is ahead of Mage.
Mage carries 9,079 GitHub stars across 44 public repos, with 8 repositories active in the last 90 days and 22 external contributors on record. Rasepi - Trusted Knowledge System for AI & Teams shows 2 stars across 8 public repos, 1 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Mage's footprint is roughly 4539.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Mage is the stronger read for anyone weighting community. Rasepi - Trusted Knowledge System for AI & Teams looks better where momentum is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.
Side-by-side metrics
| Metric | Mage | Rasepi - Trusted Knowledge System for AI & Teams |
|---|---|---|
| Ranking | ||
| Overall rank | #485 | #455 |
| Pillars | ||
| Overall | 38 | 39 |
| Code | 34 | 43 |
| Education | 71 | 72 |
| Community | 38 | 22 |
| Reach | 40 | 30 |
| Momentum | 16 | 34 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 9,079 | 2 |
| Forks | 1,538 | 1 |
| Public repos | 44 | 8 |
| Active repos (90d) | 8 | 1 |
| External contributors | 22 | 1 |
| Avg polish | 42 | 49 |
| Avg AI-readiness | 15 | 24 |