Web data API for AI
Firecrawl vs kakao
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Firecrawl (Web data API for AI) and kakao both appear on the Smoower Developer Ecosystem Index.
Firecrawl (rank #122) holds a narrow lead over kakao (rank #257) on the overall Smoower ecosystem score (54 vs 47). The gap of 7 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), kakao is slightly ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is clearly ahead of kakao. On community (issue response, PR reviews and discussion health), Firecrawl is slightly ahead of kakao. On reach (how visible the ecosystem is beyond its own repos), kakao is slightly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), kakao is ahead of Firecrawl.
Firecrawl carries 199,181 GitHub stars across 101 public repos, with 28 repositories active in the last 90 days and 130 external contributors on record. kakao shows 6,073 stars across 71 public repos, 12 active in the last 90 days and 8 external contributors. The star gap on its own does not decide the comparison, but Firecrawl's footprint is roughly 32.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Firecrawl is the stronger read for anyone weighting education. kakao 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 | Firecrawl | kakao |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #257 |
| Pillars | ||
| Overall | 54 | 47 |
| Code | 48 | 56 |
| Education | 87 | 44 |
| Community | 52 | 51 |
| Reach | 27 | 32 |
| Momentum | 37 | 52 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 199,181 | 6,073 |
| Forks | 17,907 | 1,153 |
| Public repos | 101 | 71 |
| Active repos (90d) | 28 | 12 |
| External contributors | 130 | 8 |
| Avg polish | 48 | 61 |
| Avg AI-readiness | 39 | 29 |