Agent-Readiness Grade

Agent-Readiness Grade / flowpack-mcp.flowpackplugin.workers.dev

D

flowpack-mcp.flowpackplugin.workers.dev

5/12 · 42%

Graded 2026-09-30 02:35 UTC in 0.7s · JSON · re-grade now

Top fixes

  1. 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
  2. Structured data (+2 points): add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately. How to fix
  3. Legal notices (+2 points): Publish the missing notices with a working request mechanism. Start with TAKE IT DOWN Act notice: Publish a plain-language notice and a request mechanism usable without an account; act within 48 hours. How to fix

Ordered by points recoverable. Each area: 2/2 pass, 1/2 warn, 0/2 fail.

flowpack-mcp.flowpackplugin.workers.dev is graded D. The $49 AI Visibility Full Report turns the 3 failing checks above (machine-readable surfaces, structured data, legal notices) into a prioritized, specific fix list for flowpack-mcp.flowpackplugin.workers.dev, 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; the report is generated about 60 seconds after payment.

Crawler access (robots.txt)

2/2 · pass

8 of 8 AI crawlers may read the site, 0 disallowed

  • GET /robots.txt -> HTTP 200, 1.2 KB, 0 user-agent groups
  • Unmentioned (allowed by default): GPTBot, ClaudeBot, OAI-SearchBot, PerplexityBot, Google-Extended, Amazonbot, CCBot, Bytespider

Fix: Name the AI crawlers you allow explicitly so your policy survives a future change to the "User-agent: *" group.

Machine-readable surfaces

0/2 · fail

None of the 7 machine-readable surfaces is published

  • /llms.txt: HTTP 404
  • /sitemap.xml: HTTP 404
  • /.well-known/x402: HTTP 404
  • /.well-known/agent-card.json: HTTP 404
  • /.well-known/mcp-registry-auth: HTTP 404
  • /openapi.json: HTTP 404
  • /ai.txt: HTTP 404

Fix: 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.

Readable without JavaScript

2/2 · pass

Home page is readable

  • GET https://flowpack-mcp.flowpackplugin.workers.dev/ -> HTTP 200, text/html, 1.5 KB
  • 866 characters of visible text with scripts, styles and tags removed; <title>: "Flowpack MCP Worker v2"
  • 0 external scripts, 0 inline; <noscript> absent
  • first words: "Flowpack MCP Worker v2 — 7 universal tools + worker brain. Live on workers.dev (read-only knowledge tools; no store data, no auth). Canonica..."

Fix: Nothing to fix here.

Structured data

0/2 · fail

No JSON-LD, Open Graph incomplete

  • 0 JSON-LD blocks
  • Open Graph: no og:title; no og:description
  • meta description: absent

Fix: add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately.

MCP census entry (index.agentexchange.work)

1/2 · warn

Exposes /mcp but is not in the census

  • Not in the census of 2,031 hosts selling to agents (2026-09-29)
  • GET /mcp -> HTTP 405 (text/plain): an endpoint answers
  • Index MCP probe record: HTTP 404 (not probed by the index yet)

Fix: Publish /.well-known/x402 with your paid routes so payment indexers can list you.

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$49 AI Visibility Full Report

This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (what ChatGPT, Claude and Perplexity say about your brand, with a prioritized fix list) from aivisibility.agentexchange.work, run for flowpack-mcp.flowpackplugin.workers.dev. It includes:

Get the Full Report — $49 Stripe checkout; you enter your brand and site right after paying.

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