Is context7.com agent ready?
context7.com is largely agent ready: it scores 77/100 (grade A) on the w2agent rubric. Weakest areas: Agent Discovery (39).
Changed since last check
+5 points since the previous check (2026-09-16)
Fixed: Discoverable API endpoints, Security headers, Lists and tables for structured info
Changed: Answer-first content (fail → partial)
Files added: MCP server card
Category scores
Technical
100
Agent Auth
70
Agent Discovery
39
Agent Protocols
100
Content Quality
52
Structured Data
86
Bot Accessibility
100
Agent protocol panel
- A2A agent cardNot found
- OAuth discoveryPresent
- MCP discoveryPresent
- llms.txt validityPresent
Check results
Bot Accessibility
- ✓No error status codespass
- ✓Response timepass
- ✓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 typepass
- ~JSON-LD validpartial
- ✓Heading hierarchypass
- ✓Schema.org JSON-LD presentpass
- ~Schema.org completenesspartial
Content Quality
- ✓FAQ contentpass
- ~Answer-first contentpartial
- ✓Content lengthpass
- ✓Token efficiency (HTML-to-text ratio)pass
- ✗Freshness signalsfail
- ✓Author attributionpass
- ✓Citation readinesspass
- ✓Lists and tables for structured infopass
Agent Discovery
- ✓llms.txt follows specpass
- ✓llms.txt existspass
- ✓MCP server cardtracked, not scoredpass
- ✓Markdown alternate linkspass
- ✗/.well-known/agent-card.jsonfail
- ~llms.txt links resolvepartial
Agent Protocols
- ✓Discoverable API endpointspass
- ✓MCP endpointpass
- ✓Action schemaspass
- —/.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 supportpass
- ✓Public API surfacepass
- —Client ID Metadata Documents (bonus)skip
- ✓OpenAPI specificationpass
- —Agent/bot auth documentationskip
- ~OAuth discovery chain (RFC 9728 → RFC 8414)partial
- ✗Developer portalfail
- —Scoped API permissionsskip
- ✓API catalog (RFC 9727)pass
- ✗Agent operator signing directorytracked, not scoredfail
Technical
- ✓HTTPSpass
- ✓UTF-8 charsetpass
- ✓Canonical URLspass
- ✓Mobile viewportpass
- ✓Content accessible without JSpass
- ✓Security headerspass
Other
- ✓nextjs-metadata-apipass
- ✓nextjs-static-generationpass
- ✗nextjs-well-known-servedfail
Score history
- 77/100 · rubric v3.0
- 72/100 · rubric v3.0
- 72/100 · rubric v3.0
- 62/100 · rubric v2.0
- 62/100 · rubric v2.0
- 60/100 · rubric v2.0
- 59/100 · rubric v2.0
- 53/100 · rubric v2.0
- 54/100 · rubric v2.0
- 54/100 · rubric v2.0
- 54/100 · rubric v2.0