Is docs.aws.amazon.com agent ready?
docs.aws.amazon.com is not yet agent ready: it scores 42/100 (grade D) on the w2agent rubric. Weakest areas: Agent Auth (0), Structured Data (14), Content Quality (35).
Changed since last check
+14 points since the previous check (2026-09-16)
Fixed: Discoverable API endpoints, Semantic HTML elements, Content length, Content accessible without JS, Heading hierarchy, Markdown alternate links, Content negotiation (Markdown), Lists and tables for structured info
Regressed: Response time
Changed: Token efficiency (HTML-to-text ratio) (fail → partial), Citation readiness (fail → partial)
Category scores
Technical
100
Agent Auth
0
Agent Discovery
67
Agent Protocols
50
Content Quality
35
Structured Data
14
Bot Accessibility
69
Agent protocol panel
- A2A agent cardNot found
- OAuth discoveryNot measured
- MCP discoveryNot found
- llms.txt validityPresent
Check results
Bot Accessibility
- ✓No error status codespass
- ~Response timepartial
- ✗XML sitemap existsfail
- ✓AI agent accesspass
- ✓Edge treatment of agent user-agentstracked, not scoredpass
- ✓robots.txt existspass
- ✓Content negotiation (Markdown)pass
- —Declared AI usage preferencestracked, not scoredskip
Structured Data
- ✗OpenGraph meta tagsfail
- ✓Semantic HTML elementspass
- ✗Appropriate Schema.org typefail
- —JSON-LD validskip
- ✓Heading hierarchypass
- ✗Schema.org JSON-LD presentfail
- ✗Schema.org completenessfail
Content Quality
- ✗FAQ contentfail
- ✗Answer-first contentfail
- ✓Content lengthpass
- ~Token efficiency (HTML-to-text ratio)partial
- ✗Freshness signalsfail
- ✗Author attributionfail
- ~Citation readinesspartial
- ✓Lists and tables for structured infopass
Agent Discovery
- ✓llms.txt follows specpass
- ✓llms.txt existspass
- —MCP server cardtracked, not scoredskip
- ✓Markdown alternate linkspass
- ✗/.well-known/agent-card.jsonfail
- ✓llms.txt links resolvepass
Agent Protocols
- ✓Discoverable API endpointspass
- ✗MCP endpointfail
- ✗Action schemasfail
- —/.well-known/ucpskip
- —Structured formsskip
- —WebMCP imperative APItracked, not scoredskip
- —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 supportskip
- ✗Public API surfacefail
- —Client ID Metadata Documents (bonus)skip
- —OpenAPI specificationskip
- —Agent/bot auth documentationskip
- —OAuth discovery chain (RFC 9728 → RFC 8414)skip
- —Developer portalskip
- —Scoped API permissionsskip
- —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
Score history
- 42/100 · rubric v3.0
- 28/100 · rubric v3.0
- 28/100 · rubric v3.0
- 25/100 · rubric v2.0
- 25/100 · rubric v2.0
- 26/100 · rubric v2.0
- 26/100 · rubric v2.0
- 26/100 · rubric v2.0
- 26/100 · rubric v2.0
- 35/100 · rubric v2.0
- 35/100 · rubric v2.0