Agent-Readiness Grade / Sites / SaaS & platforms / mcp.toolstem.com
mcp.toolstem.com
4/12 · 33% (scaled from 5 measurable areas)
#85 of 107 SaaS & platforms sites graded · Last graded 2026-09-30 04:09 UTC · 1 grade since 2026-09-30 · full result · JSON · regrade now
Top fixes
- Machine-readable surfaces (+2 points): Publish /llms.txt (a short Markdown guide to your key pages); /sitemap.xml; one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents. How to fix
- Structured data (+2 points): Serve an HTML home page with a JSON-LD block (Organization or WebSite) and Open Graph tags. How to fix
- MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you. How to fix
mcp.toolstem.com is graded F. The $49 AI Visibility Full Report turns the 2 failing checks above (machine-readable surfaces, structured data) into a prioritized, specific fix list for mcp.toolstem.com, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.
Get the full report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).
Latest grade by area
Crawler access
2/2 · pass
No robots.txt (HTTP 404): every crawler is allowed by default
Machine-readable surfaces
0/2 · fail
None of the 7 machine-readable surfaces is published
Readable without JavaScript
1/2 · warn
Home page is not HTML (application/json)
Structured data
0/2 · fail
Home page is not HTML (application/json); no structured data
Legal notices
not measured
Unavailable
MCP census entry
0/2 · fail
Not selling to agents: no census entry, no /mcp endpoint
Each area scores 0-2: 2 = pass, 1 = warn, 0 = fail. Areas that could not be measured are left out of the scale. How each area is scored.
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History
Last 30 grades, newest first. Columns: Crawlers, Surfaces, No-JS, Structured, Legal, MCP are the six area scores (0-2).
| When | Grade | Score | % | Crawlers | Surfaces | No-JS | Structured | Legal | MCP |
|---|---|---|---|---|---|---|---|---|---|
| 2026-09-30 04:09 UTC | F | 4/12 | 33% | 2 | 0 | 1 | 0 | – | 0 |
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Claim this scorecard free, with no account and no email: publish a token at https://mcp.toolstem.com/.well-known/agentexchange-claim.txt or as a <meta name="agentexchange-claim"> tag, and you get a private link with the grade history, a re-grade button (one per hour) and the "CLAIMED" badge. Claim this scorecard
$49 AI Visibility Full Report
This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for mcp.toolstem.com. It includes:
- 8 real buyer questions tested across ChatGPT-class models
- Competitor share-of-voice: who AI names, how often, versus you
- Full GEO site audit with prioritized, specific fixes
- Agent-Readiness Score: crawler access, llms.txt, schema, discovery manifest
- Custom 30/60/90-day action plan to get cited by ChatGPT, Perplexity and Google AI Overviews
- Shareable report, generated in about 60 seconds after checkout
Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).