← Leaderboard · agent-readiness

Is WCH ready for AI agents?

45/ 100
Grade F MCU & interface https://wch-ic.com/

WCH's public site scores 45/100 on AI-agent readiness. Its HTML costs an agent ~1,034 tokens; as clean markdown that's ~3697% waste an agent burns to read it.

Category scores
Discoverability91
Content50
Access Control40
Capabilities34
Quality20
Top issues
  • MCP Server Card
  • Markdown content negotiation
  • JSON-LD structured data
  • OpenGraph metadata complete
Already passing
  • robots.txt present
  • Sitemap discoverable
  • llms.txt guide for agents
  • llms-full.txt (all content bundled)
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