The examined score
Score 73 out of 100 — Fair
34 dimensions
Examined on Aug 11, 2026
The new Firecrawl MCP — Agent-ready web context for any MCP client.
firecrawl.dev
Exceptional AI-agent documentation and machine-readability. Suppressed by accidental indexation blocks and extreme page weights.
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Captured during the automated inspection on Aug 24, 2026
The expert review
Firecrawl earns a 72.7/100 for its exceptional AI-agent documentation and machine-readability. However, accidental indexation blocks and extreme 18MB page weights currently suppress its organic visibility.
72.7/100: high-utility developer resource with critical technical brakes.
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Scores across 34 dimensions
Brand & experience
Performance
Content & editorial
Trust & decision surfaces
Search & discoverability
Docs & measurement
Examined alongside
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Score 53 out of 100 — Below the barshofo.ai
Offers a marketplace of 25 million video clips for training. Rendered invisible to search engines by a malformed robots.txt and missing metadata.