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AI readiness report for moltprobe.com

moltprobe.com

★ Reference implementation

Top of its own leaderboard. We grade everyone else, so we had better pass.

12 passed · 1 warning · 0 failed

98
GRADE A
This is MoltProbe. Yes, we probe ourselves.

The tool that grades everyone else ships every agent file it checks for: llms.txt, a skill file, an MCP manifest, structured data, the lot. Want your site up here? Probe it free, or get a real agent watching your key tasks around the clock.

Probe your siteSee the leaderboard
Agent files
100
Crawler access
100
Structured data
100
Content & discovery
92

Agent files

100/100
llms.txt presentPass
Found a valid llms.txt with a markdown H1.
llms-full.txt presentPass
Found llms-full.txt (full-text for LLMs).
Agent skill file (skill.md)Pass
Found an agent skill file.
MCP endpoint declaredPass
Found /.well-known/mcp.json.
ai.txt / ai-pluginPass
Found an ai.txt or ai-plugin manifest.

Crawler access

100/100
AI crawlers allowedPass
robots.txt does not block GPTBot, ClaudeBot, PerplexityBot, etc.

Structured data

100/100
Structured data (JSON-LD)Pass
Found JSON-LD structured data.
Meta descriptionPass
Homepage has a meta description.
OpenGraph tagsPass
Homepage has OpenGraph tags.
Page titlePass
Homepage has a title.

Content & discovery

92/100
XML sitemapPass
Found sitemap.xml.
Content in initial HTMLPass
Initial HTML carries ~342 words of text (agents without JS can read it).
Machine-readable feedWarn
No RSS/Atom or data feed declared (optional).
Fix: Optional. Declare an RSS or Atom feed with <link rel="alternate" type="application/rss+xml">.

Probed 7/30/2026, 5:16:12 PM · Free static audit. The paid tier drives a real AI agent through your key tasks to confirm it can actually use your site.

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