Web data API for AI
Firecrawl vs ServiceNow
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Firecrawl (Web data API for AI) and ServiceNow (Works for you™) both appear on the Smoower Developer Ecosystem Index.
Firecrawl (rank #122) holds a narrow lead over ServiceNow (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), ServiceNow is slightly ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is clearly ahead of ServiceNow. On community (issue response, PR reviews and discussion health), ServiceNow is ahead of Firecrawl. On reach (how visible the ecosystem is beyond its own repos), ServiceNow is clearly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), ServiceNow is slightly 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. ServiceNow shows 7,846 stars across 271 public repos, 29 active in the last 90 days and 7 external contributors. The star gap on its own does not decide the comparison, but Firecrawl's footprint is roughly 25.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Firecrawl is the stronger read for anyone weighting education. ServiceNow looks better where reach 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 | ServiceNow |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #257 |
| Pillars | ||
| Overall | 54 | 47 |
| Code | 48 | 54 |
| Education | 87 | 56 |
| Community | 52 | 64 |
| Reach | 27 | 51 |
| Momentum | 37 | 38 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 199,181 | 7,846 |
| Forks | 17,907 | 19,671 |
| Public repos | 101 | 271 |
| Active repos (90d) | 28 | 29 |
| External contributors | 130 | 7 |
| Avg polish | 48 | 54 |
| Avg AI-readiness | 39 | 43 |