Is learn.microsoft.com agent ready?
learn.microsoft.com is not yet agent ready: it scores 39/100 (grade D) on the w2agent rubric.
Changed since last check
+8 points since the previous check (2026-09-15)
Fixed: Discoverable API endpoints, Canonical URLs, Token efficiency (HTML-to-text ratio), Author attribution
Regressed: Response time, Semantic HTML elements
Changed: Content negotiation (Markdown) (fail → partial)
Category scores
Category breakdown not recorded for this audit.
Agent protocol panel
- A2A agent cardNot found
- OAuth discoveryNot measured
- MCP discoveryNot found
- llms.txt validityNot measured
Check results
Bot Accessibility
- ✓No error status codespass
- ✗Response timefail
- ✗XML sitemap existsfail
- ✓AI agent accesspass
- ✗Edge treatment of agent user-agentstracked, not scoredfail
- ✓robots.txt existspass
- ~Content negotiation (Markdown)partial
- —Declared AI usage preferencestracked, not scoredskip
Structured Data
- ✓OpenGraph meta tagspass
- ~Semantic HTML elementspartial
- ✗Appropriate Schema.org typefail
- —JSON-LD validskip
- ✓Heading hierarchypass
- ✗Schema.org JSON-LD presentfail
- ✗Schema.org completenessfail
Content Quality
- ✗FAQ contentfail
- ✓Answer-first contentpass
- ✓Content lengthpass
- ✓Token efficiency (HTML-to-text ratio)pass
- ✗Freshness signalsfail
- ✓Author attributionpass
- ~Citation readinesspartial
- ✓Lists and tables for structured infopass
Agent Discovery
- —llms.txt follows specskip
- ✗llms.txt existsfail
- —MCP server cardtracked, not scoredskip
- ✗Markdown alternate linksfail
- ✗/.well-known/agent-card.jsonfail
- —llms.txt links resolveskip
Agent Protocols
- ✓Discoverable API endpointspass
- ✗MCP endpointfail
- ✗Action schemasfail
- —/.well-known/ucpskip
- ✗Structured formsfail
- —WebMCP imperative APItracked, not scoredskip
- —WebMCP declarative APItracked, not scoredskip
- ✗Reachable as Google-Agentfail
- ✗Reachable as ChatGPT-Userfail
- ✗Reachable as Perplexity-Userfail
Agent Auth
- —MCP authorization (401 challenge → protected resource metadata)skip
- ✗PKCE S256 supportfail
- ✗Public API surfacefail
- —Client ID Metadata Documents (bonus)skip
- —OpenAPI specificationskip
- ✗Agent/bot auth documentationfail
- —OAuth discovery chain (RFC 9728 → RFC 8414)skip
- ✓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
Score history
- 39/100 · rubric v3.0
- 31/100 · rubric v3.0
- 38/100 · rubric v2.0
- 38/100 · rubric v2.0
- 38/100 · rubric v2.0
- 35/100 · rubric v2.0
- 37/100 · rubric v2.0
- 39/100 · rubric v2.0
- 49/100 · rubric v2.0
- 49/100 · rubric v2.0