Agent-Readiness Grade

Agent-Readiness Grade / orbstack.dev

C

orbstack.dev

7/12 · 58% (scaled from 5 measurable areas)

Graded 2026-10-02 12:59 UTC in 0.3s · 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. 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

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

orbstack.dev is graded C. The $49 AI Visibility Full Report turns the failing check above (machine-readable surfaces) into a prioritized, specific fix list for orbstack.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 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).

Crawler access (robots.txt)

2/2 · pass

No robots.txt (HTTP 404): every crawler is allowed by default

  • GET /robots.txt -> HTTP 404, HTML body
  • Unmentioned (allowed by default): GPTBot, ClaudeBot, OAI-SearchBot, PerplexityBot, Google-Extended, Amazonbot, CCBot, Bytespider

Fix: Optional: publish a robots.txt that names the AI crawlers you allow and points to your sitemap; without one your policy is implicit.

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://orbstack.dev/ -> HTTP 200, text/html, 57 KB
  • 5,519 characters of visible text with scripts, styles and tags removed; <title>: "OrbStack · Fast, light, simple Docker & Linux"
  • 13 external scripts, 2 inline; <noscript> present
  • first words: "OrbStack Pricing Blog Docs Download Open main menu Say goodbye to slow, clunky containers and VMs OrbStack is the fast, light, and easy way ..."

Fix: Nothing to fix here.

Structured data

2/2 · pass

2 JSON-LD blocks, Open Graph complete

  • 2 JSON-LD blocks: @type Organization, WebSite, SoftwareApplication
  • Open Graph: og:title "OrbStack · Fast, light, simple Docker & Linux"; og:description present
  • meta description: present

Fix: Nothing to fix here.

MCP census entry (index.agentexchange.work)

0/2 · fail

Not selling to agents: no census entry, no /mcp endpoint

  • census unavailable (refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time )
  • GET /mcp -> HTTP 404: no MCP endpoint at the root

Fix: Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.

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Permanent link; it re-grades the site live when opened:

https://grade.agentexchange.work/grade?url=orbstack.dev

Public profile with grade history and an embeddable badge: https://grade.agentexchange.work/site/orbstack.dev (badge: https://grade.agentexchange.work/badge/orbstack.dev.svg).

$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 orbstack.dev. It includes:

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).

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