news.ycombinator.com
Important blockers remain
Technical readiness score
The agent completed the observed task
One run shows how an agent performed, but it does not determine the technical score.
Task
What does news.ycombinator.com do and who is it for? Explain it back to me.
12 steps2 reasoning steps2 searches
Critical access blockers remain
These checks describe whether an ordinary agent can enter, read, and operate the public site.
- 3 / 3 passed
Agents can reach the site
Crawler access, bot defenses, and explicit agent policy.
- 0 / 2 passed
Core content is available
Useful content remains accessible without a fragile browser-only path.
- 1 / 2 passed
Navigation fails safely
Redirects and missing pages give agents a recoverable path.
- 2 / 2 passed
Controls are understandable
Forms and interactive controls expose usable names and structure.
Advertised capabilities have material gaps
Optional surfaces appear only when the scan finds positive evidence that the site offers them.
Public website
Blocked
6 of 19 mature checks passed
MCP
Blocked
0 of 2 mature checks passed
Fix these gaps first
Critical access gaps come first, followed by gaps in capabilities the site advertises.
- 01Critical access
Content without JavaScript
Server-side render your homepage so AI crawlers see meaningful content without JavaScript. Ensure an H1 and 500+ chars of text in raw HTML.
- 02Critical access
Content behind auth
Serve your content pages without a login wall. Agents cannot complete auth flows while browsing - a 401/403 or a login-form page is invisible content. Keep public documentation public; if some content must stay gated, publish an ungated summary so agents can still represent it.
- 03Critical access
Agent-friendly 404s
Return a real HTTP 404 (or 410) status for nonexistent paths - never a 200 with your app shell, which makes agents believe every path exists. For full credit, give the 404 response a short markdown body pointing agents at your sitemap, llms.txt, or docs index. Verify with `curl -s -o /dev/null -w "%{http_code}" https://yourdomain.com/some-path-that-does-not-exist` - it must print 404.
- 04Advertised capabilities
MCP Apps support
Add MCP Apps support to your MCP server using @modelcontextprotocol/ext-apps. Expose ui:// resources and add _meta.ui.resourceUri to tools so agents can render interactive UIs directly in conversation.
- 05Advertised capabilities
robots.txt AI crawler policy
Add explicit AI crawler directives in robots.txt. Allow the crawlers that feed answer engines ('User-agent: GPTBot' / 'Allow: /', same for ClaudeBot, PerplexityBot, OAI-SearchBot), and restrict training-only crawlers (CCBot, ByteSpider) with 'Disallow: /'. Content Signals ('Content-Signal: search=yes, ai-train=no') earns the same credit.
Audit the checks behind the score
Applicable evidence is grouped by how it contributes to this preview model. Bonus checks appear only when they add points.
Essential4 of 7 passed · 61 / 80 points
- Content without JavaScriptPartial (33%)
- Not blocked by bot detectionPassed
- robots.txt agent-user policyPassed
- Redirect hygienePassed
- Content behind authPartial (50%)
- Agent crawler reachabilityPassed
- Agent-friendly 404sPartial (50%)
Recommended2 of 14 passed · 5.5 / 20 points
- Developer resource discoverabilityPartial (33%)
- Brand name discoverabilityPartial (33%)
- robots.txt AI crawler policyFailed
- Sitemap existsFailed
- Content efficiencyPassed
- Content crawl depth signalsFailed
- JSON-LD structured dataFailed
- Agent instruction / when-to-useFailed
- Metadata completenessPartial (50%)
- Organization schema completenessFailed
- Trust anchor pagesFailed
- Page token budgetPassed
- MCP server / manifestPartial (67%)
- MCP Apps supportFailed
Bonus signals4 positive · +1 points
- Agent platform configsPassed
- Native interactive controlsPassed
- Accessible names on controlsPassed
- Accessibility-tree injection safety (bonus)Passed
Inspect the underlying audit
The complete Ora audit uses evidence from the scan on . After applying changes, run another scan from the homepage to refresh these recommendations.
Score alerts
A weekly report with ranking changes, new agent feedback, and score alerts for news.ycombinator.com.
Source: Ora API
Snapshot 2026-08-19T19-08-24-775Z