Anthropic vs Firecrawl

Anthropic and Firecrawl (Web data API for AI) both appear on the Smoower Developer Ecosystem Index.

Anthropic (rank #30) holds a modest lead over Firecrawl (rank #122) on the overall Smoower ecosystem score (63 vs 54). The gap of 9 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Firecrawl is slightly ahead of Anthropic. On education (docs, guides and learning material for developers), Firecrawl is slightly ahead of Anthropic. On community (issue response, PR reviews and discussion health), Anthropic is ahead of Firecrawl. On reach (how visible the ecosystem is beyond its own repos), Anthropic is ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), Anthropic is ahead of Firecrawl.

Anthropic carries 584,015 GitHub stars across 92 public repos, with 46 repositories active in the last 90 days and 911 external contributors on record. Firecrawl shows 199,181 stars across 101 public repos, 28 active in the last 90 days and 130 external contributors.

Anthropic is the stronger read for anyone weighting community. Firecrawl looks better where education 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.