Developer ecosystem comparison
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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

MetricFirecrawlServiceNow
Ranking
Overall rank#122#257
Pillars
Overall5447
Code4854
Education8756
Community5264
Reach2751
Momentum3738
Builder experience00
Signals
Stars199,1817,846
Forks17,90719,671
Public repos101271
Active repos (90d)2829
External contributors1307
Avg polish4854
Avg AI-readiness3943

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