Is bricklink.com agent ready?
bricklink.com is not yet agent ready: it scores 31/100 (grade D) on the w2agent rubric. Weakest areas: Agent Discovery (0), Structured Data (4), Agent Auth (20), Agent Protocols (23).
Changed since last check
−2 points since the previous check (2026-09-16)
Category scores
Technical
75
Agent Auth
20
Agent Discovery
0
Agent Protocols
23
Content Quality
52
Structured Data
4
Bot Accessibility
57
Agent protocol panel
- A2A agent cardNot found
- OAuth discoveryNot found
- 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)fail
- —Declared AI usage preferencestracked, not scoredskip
Structured Data
- ✗OpenGraph meta tagsfail
- ~Semantic HTML elementspartial
- ✗Appropriate Schema.org typefail
- ✗JSON-LD validfail
- ✗Heading hierarchyfail
- ~Schema.org JSON-LD presentpartial
- ✗Schema.org completenessfail
Content Quality
- ✓FAQ contentpass
- ~Answer-first contentpartial
- ~Content lengthpartial
- ✓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 endpointsfail
- ✗MCP endpointfail
- ✗Action schemasfail
- —/.well-known/ucpskip
- ~Structured formspartial
- —WebMCP imperative APItracked, not scoredskip
- —WebMCP declarative APItracked, not scoredskip
- ✗Reachable as Google-Agentfail
- ✓Reachable as ChatGPT-Userpass
- ✓Reachable as Perplexity-Userpass
Agent Auth
- —MCP authorization (401 challenge → protected resource metadata)skip
- —PKCE S256 supportskip
- ✓Public API surfacepass
- —Client ID Metadata Documents (bonus)skip
- ✗OpenAPI specificationfail
- —Agent/bot auth documentationskip
- ✗OAuth discovery chain (RFC 9728 → RFC 8414)fail
- ✗Developer portalfail
- —Scoped API permissionsskip
- ✗API catalog (RFC 9727)fail
- —Agent operator signing directorytracked, not scoredskip
Technical
- ✓HTTPSpass
- ✓UTF-8 charsetpass
- ✗Canonical URLsfail
- ✓Mobile viewportpass
- ✓Content accessible without JSpass
- ✓Security headerspass
Other
- —local-business-hours-jsonldskip
- —local-business-nap-structuredskip
- —local-business-booking-accessibleskip
Score history
- 31/100 · rubric v3.0
- 33/100 · rubric v3.0
- 32/100 · rubric v3.0
- 30/100 · rubric v2.0
- 30/100 · rubric v2.0
- 30/100 · rubric v2.0
- 30/100 · rubric v2.0