Is cloudflare.com agent ready?
cloudflare.com is largely agent ready: it scores 68/100 (grade B) on the w2agent rubric. Weakest areas: Content Quality (38).
Changed since last check
No change in score since the previous check (2026-09-16)
Files added: MCP server card
Category scores
Technical
100
Agent Auth
56
Agent Discovery
75
Agent Protocols
66
Content Quality
38
Structured Data
84
Bot Accessibility
75
Agent protocol panel
- A2A agent cardNot found
- OAuth discoveryPresent
- MCP discoveryPresent
- llms.txt validityPresent
Check results
Bot Accessibility
- ✓No error status codespass
- ✗Response timefail
- ✓XML sitemap existspass
- ✓AI agent accesspass
- ✓Edge treatment of agent user-agentstracked, not scoredpass
- ✓robots.txt existspass
- ✓Content negotiation (Markdown)pass
- ✓Declared AI usage preferencestracked, not scoredpass
Structured Data
- ✓OpenGraph meta tagspass
- ✓Semantic HTML elementspass
- ✓Appropriate Schema.org typepass
- ✓JSON-LD validpass
- ~Heading hierarchypartial
- ✓Schema.org JSON-LD presentpass
- ~Schema.org completenesspartial
Content Quality
- ✓FAQ contentpass
- ✗Answer-first contentfail
- ✓Content lengthpass
- ~Token efficiency (HTML-to-text ratio)partial
- ✗Freshness signalsfail
- ✗Author attributionfail
- ✓Citation readinesspass
- ~Lists and tables for structured infopartial
Agent Discovery
- ✓llms.txt follows specpass
- ✓llms.txt existspass
- ✓MCP server cardtracked, not scoredpass
- ✓Markdown alternate linkspass
- ✗/.well-known/agent-card.jsonfail
- ✓llms.txt links resolvepass
Agent Protocols
- ✗Discoverable API endpointsfail
- ✓MCP endpointpass
- ✓Action schemaspass
- ✗/.well-known/ucpfail
- —Structured formsskip
- ✓WebMCP imperative APItracked, not scoredpass
- —WebMCP declarative APItracked, not scoredskip
- ✓Reachable as Google-Agentpass
- ✓Reachable as ChatGPT-Userpass
- ✓Reachable as Perplexity-Userpass
Agent Auth
- —MCP authorization (401 challenge → protected resource metadata)skip
- ✓PKCE S256 supportpass
- ✗Public API surfacefail
- ✓Client ID Metadata Documents (bonus)pass
- —OpenAPI specificationskip
- ✗Agent/bot auth documentationfail
- ✓OAuth discovery chain (RFC 9728 → RFC 8414)pass
- ✓Developer portalpass
- ✗Scoped API permissionsfail
- —API catalog (RFC 9727)skip
- —Agent operator signing directorytracked, not scoredskip
Technical
- ✓HTTPSpass
- ✓UTF-8 charsetpass
- ✓Canonical URLspass
- ✓Mobile viewportpass
- ✓Content accessible without JSpass
- ✓Security headerspass
Other
- ✓astro-ssr-modepass
- ✓astro-robots-txtpass
- —ecommerce-gtin-validskip
- —ecommerce-product-schemaskip
- ✗astro-sitemap-integrationfail
- —ecommerce-checkout-accessibleskip
Score history
- 68/100 · rubric v3.0
- 68/100 · rubric v3.0
- 68/100 · rubric v3.0
- 50/100 · rubric v2.0
- 50/100 · rubric v2.0
- 47/100 · rubric v2.0
- 49/100 · rubric v2.0
- 39/100 · rubric v2.0
- 43/100 · rubric v2.0
- 38/100 · rubric v2.0
- 43/100 · rubric v2.0
- 43/100 · rubric v2.0
- 41/100 · rubric v2.0
- 46/100 · rubric v2.0
- 42/100 · rubric v2.0
- 41/100 · rubric v2.0
- 41/100 · rubric v2.0