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   "top_pitfalls": [
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     "issue": "none of the auth.md mechanism names found (identity_assertion, service_auth, anonymous)",
     "kind": "error",
     "count": 28
    }
   ],
   "verified_live_examples": [
    "fly.io",
    "helius.dev",
    "agenticweb.wiki",
    "neon.com",
    "xata.io"
   ]
  },
  "llms-txt": {
   "observed_present": 437,
   "strict_valid": 430,
   "valid_legacy": 0,
   "top_pitfalls": [
    {
     "issue": "no H1 title line (# Project name) — the only required element",
     "kind": "error",
     "count": 6
    },
    {
     "issue": "served as HTML, not Markdown or plain text",
     "kind": "error",
     "count": 1
    },
    {
     "issue": "no blockquote summary under the title",
     "kind": "warning",
     "count": 73
    },
    {
     "issue": "file is large; keep llms.txt an index and put the full text in llms-full.txt",
     "kind": "warning",
     "count": 52
    },
    {
     "issue": "no Markdown links: list the pages an agent should read",
     "kind": "warning",
     "count": 31
    },
    {
     "issue": "the H1 is not the first line",
     "kind": "warning",
     "count": 11
    }
   ],
   "verified_live_examples": [
    "materialize.com",
    "slack.com",
    "replit.com",
    "support.claude.com",
    "modal.com"
   ]
  },
  "mcp": {
   "observed_present": 97,
   "strict_valid": 50,
   "valid_legacy": 0,
   "top_pitfalls": [],
   "verified_live_examples": [
    "dri.es",
    "docs.lightning.engineering",
    "docs.n8n.io",
    "huggingface.co",
    "agenticweb.wiki"
   ],
   "endpoint_verification": {
    "domains_declaring_mcp": 100,
    "live_unauthenticated": 50,
    "oauth_gated_401_403": 53,
    "dead_or_404": 6
   }
  },
  "mcp-server-cards": {
   "observed_present": 116,
   "strict_valid": 38,
   "valid_legacy": 59,
   "top_pitfalls": [
    {
     "issue": "$schema missing (required: https://static.modelcontextprotocol.io/schemas/v1/server-card.schema.json)",
     "kind": "error",
     "count": 65
    },
    {
     "issue": "name must be reverse-DNS with exactly one slash, e.g. com.example/weather",
     "kind": "error",
     "count": 44
    },
    {
     "issue": "version missing",
     "kind": "error",
     "count": 42
    },
    {
     "issue": "name missing",
     "kind": "error",
     "count": 30
    },
    {
     "issue": "remotes missing: a card with no remotes gives clients nothing to connect to",
     "kind": "warning",
     "count": 71
    },
    {
     "issue": "pre-final card shape (url/transport/tools); the final SEP-2127 card uses name, version, description and remotes[]",
     "kind": "warning",
     "count": 60
    }
   ],
   "verified_live_examples": [
    "developers.cloudflare.com",
    "helius.dev",
    "docs.lightning.engineering",
    "docs.n8n.io",
    "huggingface.co"
   ]
  },
  "okf": {
   "observed_present": 3,
   "strict_valid": 1,
   "valid_legacy": 0,
   "top_pitfalls": [
    {
     "issue": "missing YAML frontmatter block (--- ... ---)",
     "kind": "error",
     "count": 2
    },
    {
     "issue": "missing okf_version (0.1 or 0.2) in frontmatter (OKF §8)",
     "kind": "error",
     "count": 2
    }
   ],
   "verified_live_examples": [
    "agenticweb.wiki"
   ]
  },
  "security-txt": {
   "observed_present": 259,
   "strict_valid": 174,
   "valid_legacy": 0,
   "top_pitfalls": [
    {
     "issue": "Expires: missing (RFC 9116 requires it)",
     "kind": "error",
     "count": 63
    },
    {
     "issue": "Expires: is in the past",
     "kind": "error",
     "count": 15
    },
    {
     "issue": "Contact: missing (RFC 9116 requires it)",
     "kind": "error",
     "count": 7
    },
    {
     "issue": "Expires: is not an ISO 8601 date-time",
     "kind": "error",
     "count": 2
    },
    {
     "issue": "Canonical: missing",
     "kind": "warning",
     "count": 121
    },
    {
     "issue": "Content-Type should be text/plain",
     "kind": "warning",
     "count": 3
    }
   ],
   "verified_live_examples": [
    "support.claude.com",
    "bird.com",
    "fly.io",
    "rootly.com",
    "helius.dev"
   ]
  }
 },
 "baseline_by_origin": {
  "materialize.com": {
   "checked": "2026-10-24T20:42:47Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "slack.com": {
   "checked": "2026-10-24T20:42:48Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "reuters.com": {
   "checked": "2026-10-24T20:42:55Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "replit.com": {
   "checked": "2026-10-24T20:42:56Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "kaggle.com": {
   "checked": "2026-10-24T20:42:56Z",
   "score": 10,
   "grade": "D",
   "found": [
    "oauth-metadata-for-agents"
   ]
  },
  "freebsd.org": {
   "checked": "2026-10-24T20:42:56Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "support.claude.com": {
   "checked": "2026-10-24T20:42:58Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "modal.com": {
   "checked": "2026-10-24T20:42:59Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "windmill.dev": {
   "checked": "2026-10-24T20:42:59Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "bird.com": {
   "checked": "2026-10-24T20:43:05Z",
   "score": 60,
   "grade": "A+",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "ard",
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents"
   ]
  },
  "developers.cloudflare.com": {
   "checked": "2026-10-24T20:43:11Z",
   "score": 70,
   "grade": "A+",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "ard",
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "imdb.com": {
   "checked": "2026-10-24T20:43:13Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "lumalabs.ai": {
   "checked": "2026-10-24T20:43:10Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt",
    "cloudflare-markdown-for-agents"
   ]
  },
  "grafana.com": {
   "checked": "2026-10-24T20:43:14Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "fly.io": {
   "checked": "2026-10-24T20:43:14Z",
   "score": 65,
   "grade": "A+",
   "found": [
    "llms-txt",
    "agents-md",
    "cloudflare-content-signals-policy",
    "ard",
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "auth-md",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents"
   ]
  },
  "goplausible.com": {
   "checked": "2026-10-24T20:43:13Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "dri.es": {
   "checked": "2026-10-24T20:43:15Z",
   "score": 47,
   "grade": "A",
   "found": [
    "cloudflare-content-signals-policy",
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "aipref-content-usage-attachment",
    "aipref-vocabulary"
   ]
  },
  "edenai.co": {
   "checked": "2026-10-24T20:43:14Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "tinybird.co": {
   "checked": "2026-10-24T20:43:17Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt",
    "cloudflare-markdown-for-agents"
   ]
  },
  "inflection.ai": {
   "checked": "2026-10-24T20:43:19Z",
   "score": 10,
   "grade": "D",
   "found": [
    "cloudflare-markdown-for-agents"
   ]
  },
  "rootly.com": {
   "checked": "2026-10-24T20:43:25Z",
   "score": 38,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots",
    "cloudflare-markdown-for-agents"
   ]
  },
  "facilitator.live.nevermined.app": {
   "checked": "2026-10-24T20:43:26Z",
   "score": 33,
   "grade": "B",
   "found": [
    "ai-catalog-well-known-file",
    "oauth-metadata-for-agents",
    "oauth-cimd"
   ]
  },
  "api.agoraproto.org": {
   "checked": "2026-10-24T20:43:27Z",
   "score": 10,
   "grade": "D",
   "found": [
    "ads"
   ]
  },
  "vapi.ai": {
   "checked": "2026-10-24T20:43:26Z",
   "score": 43,
   "grade": "B",
   "found": [
    "llms-txt",
    "api-catalog-rfc9727",
    "anthropic-agent-skills-format"
   ]
  },
  "openknowledge.ai": {
   "checked": "2026-10-24T20:43:28Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt",
    "cloudflare-markdown-for-agents"
   ]
  },
  "framer.com": {
   "checked": "2026-10-24T20:43:28Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt",
    "cloudflare-markdown-for-agents"
   ]
  },
  "helius.dev": {
   "checked": "2026-10-24T20:43:30Z",
   "score": 80,
   "grade": "A+",
   "found": [
    "a2a",
    "llms-txt",
    "agents-md",
    "cloudflare-content-signals-policy",
    "ard",
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "auth-md",
    "ai-crawler-tokens-robots",
    "cloudflare-markdown-for-agents",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "twitch.tv": {
   "checked": "2026-10-24T20:43:34Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "apideck.com": {
   "checked": "2026-10-24T20:43:36Z",
   "score": 70,
   "grade": "A+",
   "found": [
    "a2a",
    "llms-txt",
    "api-catalog-rfc9727",
    "ai-crawler-tokens-robots",
    "oauth-metadata-for-agents",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents"
   ]
  },
  "justworks.com": {
   "checked": "2026-10-24T20:43:38Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "agents.coinbase.com": {
   "checked": "2026-10-24T20:43:43Z",
   "score": 10,
   "grade": "D",
   "found": [
    "oauth-metadata-for-agents"
   ]
  },
  "rive.app": {
   "checked": "2026-10-24T20:43:44Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "estuary.dev": {
   "checked": "2026-10-24T20:43:46Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "strandsagents.com": {
   "checked": "2026-10-24T20:43:49Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "atlan.com": {
   "checked": "2026-10-24T20:44:04Z",
   "score": 36,
   "grade": "B",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "ai-crawler-tokens-robots",
    "cloudflare-markdown-for-agents"
   ]
  },
  "honeyb.ai": {
   "checked": "2026-10-24T20:44:05Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "angular.dev": {
   "checked": "2026-10-24T20:44:05Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "docs.lightning.engineering": {
   "checked": "2026-10-24T20:44:05Z",
   "score": 60,
   "grade": "A+",
   "found": [
    "llms-txt",
    "agents-md",
    "cloudflare-content-signals-policy",
    "ai-catalog-well-known-file",
    "cloudflare-markdown-for-agents",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "base-ui.com": {
   "checked": "2026-10-24T20:44:06Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "unified.to": {
   "checked": "2026-10-24T20:44:10Z",
   "score": 30,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "rslstandard.org": {
   "checked": "2026-10-24T20:44:20Z",
   "score": 10,
   "grade": "D",
   "found": [
    "rsl"
   ]
  },
  "venturebeat.com": {
   "checked": "2026-10-24T20:44:21Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "getstream.io": {
   "checked": "2026-10-24T20:44:21Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "kilo.ai": {
   "checked": "2026-10-24T20:44:20Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "inngest.com": {
   "checked": "2026-10-24T20:44:26Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "courier.com": {
   "checked": "2026-10-24T20:44:27Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt",
    "cloudflare-markdown-for-agents"
   ]
  },
  "docs.n8n.io": {
   "checked": "2026-10-24T20:44:29Z",
   "score": 60,
   "grade": "A+",
   "found": [
    "llms-txt",
    "agents-md",
    "cloudflare-content-signals-policy",
    "ai-catalog-well-known-file",
    "cloudflare-markdown-for-agents",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "react.dev": {
   "checked": "2026-10-24T20:44:31Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "hightouch.com": {
   "checked": "2026-10-24T20:44:33Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-catalog-well-known-file"
   ]
  },
  "mvnrepository.com": {
   "checked": "2026-10-24T20:44:31Z",
   "score": 20,
   "grade": "C",
   "found": [
    "ai-crawler-tokens-robots"
   ]
  },
  "writer.com": {
   "checked": "2026-10-24T20:44:33Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "ironcladapp.com": {
   "checked": "2026-10-24T20:44:35Z",
   "score": 10,
   "grade": "D",
   "found": [
    "oauth-cimd"
   ]
  },
  "ap.org": {
   "checked": "2026-10-24T20:44:36Z",
   "score": 20,
   "grade": "C",
   "found": [
    "cloudflare-content-signals-policy"
   ]
  },
  "nodejs.org": {
   "checked": "2026-10-24T20:44:37Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "rtblint.org": {
   "checked": "2026-10-24T20:44:39Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "duckdb.org": {
   "checked": "2026-10-24T20:44:40Z",
   "score": 38,
   "grade": "B",
   "found": [
    "llms-txt",
    "cloudflare-markdown-for-agents"
   ]
  },
  "huggingface.co": {
   "checked": "2026-10-24T20:44:55Z",
   "score": 57,
   "grade": "A",
   "found": [
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "oauth-metadata-for-agents",
    "oauth-cimd",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "linear.app": {
   "checked": "2026-10-24T20:45:01Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "mapsoft.com": {
   "checked": "2026-10-24T20:45:05Z",
   "score": 20,
   "grade": "C",
   "found": [
    "llms-txt"
   ]
  },
  "vast.ai": {
   "checked": "2026-10-24T20:45:07Z",
   "score": 52,
   "grade": "A",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "api-catalog-rfc9727",
    "ai-crawler-tokens-robots",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents"
   ]
  },
  "blog.cloudflare.com": {
   "checked": "2026-10-24T20:45:08Z",
   "score": 70,
   "grade": "A+",
   "found": [
    "cloudflare-content-signals-policy",
    "api-catalog-rfc9727",
    "oauth-metadata-for-agents",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "agenticweb.wiki": {
   "checked": "2026-10-24T20:45:08Z",
   "score": 90,
   "grade": "A+",
   "found": [
    "a2a",
    "llms-txt",
    "agents-md",
    "cloudflare-content-signals-policy",
    "webbotauth",
    "web-bot-auth-signature-agent-card",
    "ard",
    "ai-catalog-well-known-file",
    "api-catalog-rfc9727",
    "auth-md",
    "ai-crawler-tokens-robots",
    "oauth-metadata-for-agents",
    "okf",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents",
    "mcp-server-cards",
    "mcp"
   ]
  },
  "docs.stripe.com": {
   "checked": "2026-10-24T20:45:11Z",
   "score": 41,
   "grade": "B",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "cloudflare-markdown-for-agents"
   ]
  },
  "elevenlabs.io": {
   "checked": "2026-10-24T20:45:15Z",
   "score": 62,
   "grade": "A+",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "api-catalog-rfc9727",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents"
   ]
  },
  "sendbird.com": {
   "checked": "2026-10-24T20:45:17Z",
   "score": 41,
   "grade": "B",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "ai-crawler-tokens-robots",
    "cloudflare-markdown-for-agents"
   ]
  },
  "ubuntu.com": {
   "checked": "2026-10-24T20:45:18Z",
   "score": 35,
   "grade": "B",
   "found": [
    "llms-txt",
    "ai-crawler-tokens-robots"
   ]
  },
  "sanity.io": {
   "checked": "2026-10-24T20:45:19Z",
   "score": 67,
   "grade": "A+",
   "found": [
    "llms-txt",
    "cloudflare-content-signals-policy",
    "api-catalog-rfc9727",
    "anthropic-agent-skills-format",
    "cloudflare-markdown-for-agents"
   ]
  },
  "upstash.com": {
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}
