Is grafana.com agent ready?
grafana.com is largely agent ready: it scores 68/100 (grade B) on the w2agent rubric. Weakest areas: Agent Discovery (37).
Changed since last check
+3 points since the previous check (2026-09-16)
Fixed: Appropriate Schema.org type, nextjs-metadata-api
Changed: Response time (fail → partial), Content negotiation (Markdown) (partial → fail)
Category scores
Technical
87
Agent Auth
71
Agent Discovery
37
Agent Protocols
52
Content Quality
79
Structured Data
61
Bot Accessibility
84
Agent protocol panel
- A2A agent cardNot found
- OAuth discoveryPresent
- 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)fail
- —Declared AI usage preferencestracked, not scoredskip
Structured Data
- ✓OpenGraph meta tagspass
- ✓Semantic HTML elementspass
- ✓Appropriate Schema.org typepass
- ✓JSON-LD validpass
- ~Heading hierarchypartial
- ~Schema.org JSON-LD presentpartial
- ~Schema.org completenesspartial
Content Quality
- ✓FAQ contentpass
- ✓Answer-first contentpass
- ✓Content lengthpass
- ✓Token efficiency (HTML-to-text ratio)pass
- ✗Freshness signalsfail
- ✗Author attributionfail
- ✓Citation readinesspass
- ✓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 resolvepartial
Agent Protocols
- ✗Discoverable API endpointsfail
- ✓MCP endpointpass
- ✗Action schemasfail
- —/.well-known/ucpskip
- ~Structured formspartial
- —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 supportpass
- ✓Public API surfacepass
- ✓Client ID Metadata Documents (bonus)pass
- ✓OpenAPI specificationpass
- ✗Agent/bot auth documentationfail
- ✓OAuth discovery chain (RFC 9728 → RFC 8414)pass
- ✓Developer portalpass
- ✗Scoped API permissionsfail
- ✗API catalog (RFC 9727)fail
- —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-generationpartial
- ✗nextjs-well-known-servedfail
Score history
- 68/100 · rubric v3.0
- 65/100 · rubric v3.0
- 66/100 · rubric v3.0
- 58/100 · rubric v2.0
- 58/100 · rubric v2.0
- 57/100 · rubric v2.0
- 57/100 · rubric v2.0
- 50/100 · rubric v2.0
- 51/100 · rubric v2.0
- 51/100 · rubric v2.0
- 50/100 · rubric v2.0
- 50/100 · rubric v2.0
- 52/100 · rubric v2.0
- 52/100 · rubric v2.0
- 54/100 · rubric v2.0
- 54/100 · rubric v2.0
- 36/100 · rubric v2.0