The examined score
Score 72 out of 100 — Fair
34 dimensions
Examined on Aug 2, 2026
MCP-Billing — OAuth 2.1 + usage-based Stripe billing for MCP servers
mcp-billing.com
Strong vertical positioning for developers and high-performance infrastructure. Critical technical SEO configuration errors currently bottleneck growth.
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Captured during the automated inspection on Aug 24, 2026
The expert review
MCP-Billing earns a 72.4/100 for its strong vertical positioning for developers. While it offers high-performance infrastructure for MCP servers, its growth is currently bottlenecked by critical technical SEO configuration errors.
72.4/100: High-utility product, critical technical blockers.
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Scores across 34 dimensions
Brand & experience
Performance
Content & editorial
Trust & decision surfaces
Search & discoverability
Docs & measurement
Examined alongside
All in Infrastructure & hostingToken Harbor — The easiest way to access frontier AI models.
Score 65 out of 100 — Fairtokenharbor.ai
Exceptional usability for developers backed by a high-performing foundation. Blocked from search indexing by a critical canonical configuration error.