Agent Readiness 100 · AI labs & models · checked 2026-11-06

huggingface.co #80

60/100 · Grade C
5/8Checks passed
—Change since last check
  • PASS
    Homepage reachable over HTTPS
    +15
  • PASS
    AI crawlers allowed (GPTBot, ClaudeBot, PerplexityBot)
    +15
  • PASS
    sitemap.xml
    +10
  • FIX
    Structured data (JSON-LD)

    Tells machines what your company and product are.

    +15
  • PASS
    Clear meta description
    +10
  • FIX
    llms.txt for agents

    A markdown map of your docs for agent tooling.

    +10
  • FIX
    Machine interface (OpenAPI or MCP)

    Expose an API or MCP server so agents can act, not just read.

    +15
  • PASS
    Content readable without JavaScript
    +10

Fixing these would add 40 points. Re-check live anytime: run the audit on huggingface.co.

Live badge for huggingface.coIRIS Agent Readiness badge for huggingface.co

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Automated, read-only checks of public files. A score is about how easily agents can use a site, not a verdict on the product. Companies can ask for a re-check anytime.