Is pinecone.io agent ready?
pinecone.io is partly agent ready: it scores 60/100 (grade C) on the w2agent rubric.
Changed since last check
+5 points since the previous check (2026-09-15)
Fixed: Agent/bot auth documentation
Changed: Response time (fail → partial), Scoped API permissions (fail → partial)
Category scores
Category breakdown not recorded for this audit.
Agent protocol panel
- A2A agent cardPresent
- OAuth discoveryNot found
- MCP discoveryPresent
- llms.txt validityPresent
Check results
Bot Accessibility
- ✓No error status codespass
- ~Response timepartial
- ✓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 scoredskip
Structured Data
- ✓OpenGraph meta tagspass
- ✓Semantic HTML elementspass
- ✗Appropriate Schema.org typefail
- ✗JSON-LD validfail
- ~Heading hierarchypartial
- ~Schema.org JSON-LD presentpartial
- ✗Schema.org completenessfail
Content Quality
- ✓FAQ contentpass
- ✗Answer-first contentfail
- ✓Content lengthpass
- ✓Token efficiency (HTML-to-text ratio)pass
- ✗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 scoredskip
- ✗Markdown alternate linksfail
- ~/.well-known/agent-card.jsonpartial
- ~llms.txt links resolvepartial
Agent Protocols
- ✗Discoverable API endpointsfail
- ✓MCP endpointpass
- ✗Action schemasfail
- —/.well-known/ucpskip
- ✗Structured formsfail
- —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 supportfail
- ✓Public API surfacepass
- —Client ID Metadata Documents (bonus)skip
- ✗OpenAPI specificationfail
- ✓Agent/bot auth documentationpass
- ✗OAuth discovery chain (RFC 9728 → RFC 8414)fail
- ✓Developer portalpass
- ~Scoped API permissionspartial
- ✓API catalog (RFC 9727)pass
- —Agent operator signing directorytracked, not scoredskip
Technical
- ✓HTTPSpass
- ✓UTF-8 charsetpass
- ✓Canonical URLspass
- ✓Mobile viewportpass
- ✓Content accessible without JSpass
- ~Security headerspartial
Other
- ✓nextjs-metadata-apipass
- ✓nextjs-static-generationpass
- ✓nextjs-well-known-servedpass
Score history
- 60/100 · rubric v3.0
- 55/100 · rubric v3.0
- 52/100 · rubric v2.0
- 52/100 · rubric v2.0
- 49/100 · rubric v2.0
- 48/100 · rubric v2.0
- 42/100 · rubric v2.0
- 44/100 · rubric v2.0
- 43/100 · rubric v2.0
- 43/100 · rubric v2.0
- 47/100 · rubric v2.0