open-compute.dev

Journey

· Snapshot & citation

65.3/ 100

C · Needs work

Waymark scored open-compute.dev 65.3/100 (C) on 13 Sep 2026.

open-compute.dev is blockers remain. Usability is the strongest layer, and Access is the open one. Next: jSON-LD structured data.

FindMixed
12.5/20
7 of 16 checks passed
DoorMixed
17.7/30
13 of 26 checks passed
ToolsMixed
28.6/40
3 of 4 checks passed
Pay
N/A
No cart or pay rail — out of the denominator.

What should the prompt cover?

23 findings · 22 selected

Failures (19)

Warnings (4)

Group by
1. Can an agent discover and trust you?ROBOTSSITEMAPDISCOVERYSKILLS 50/100

Whether an agent can find this origin from public files and treat it as the real one.

pass
HTTPS reachable 2/2
Evidence. Homepage responded 200 over HTTPS.
Probed homepage.
pass
robots.txt present 2/2
Evidence. Valid robots.txt with User-agent rules.
Probed robots.txt.
partial
XML sitemap 1/2
Evidence. Sitemap referenced in robots.txt only.
Probed robots.txt + sitemap.
Recommended fix. Add /sitemap.xml and reference it from robots.txt.
failed
Well-known AI catalog 0/1
Evidence. No ai-plugin.json or ai-catalog.json.
Recommended fix. Add /.well-known/ai-plugin.json or /.well-known/ai-catalog.json.
failed
AGENTS.md 0/1
Evidence. agents.md status 404.
Probed public URLs named in the evidence.
Recommended fix. Publish /agents.md with agent-oriented usage notes.
partial
robots.txt AI policy Required 1/2
Evidence. robots.txt present but no named AI crawlers.
Probed robots.txt.
Recommended fix. Name GPTBot, ClaudeBot, Google-Extended, PerplexityBot and state allow or deny.
partial
Sitemap for agents Recommended 1/2
Evidence. Sitemap only referenced.
Recommended fix. Publish /sitemap.xml.
failed
HTTP Link header bonus 0/1
Evidence. No rel=sitemap|describedby|api-catalog|alternate on homepage.
Probed homepage + sitemap.
Recommended fix. Send RFC 8288 Link headers for related machine resources.
failed
ai-plugin.json bonus 0/1
Evidence. No /.well-known/ai-plugin.json.
Probed well-known paths.
Recommended fix. Optionally publish a plugin-style capability manifest.
n/a
API catalog linkset bonus 0/2
Evidence. No public API catalog (N/A).
scanner error
Wikipedia sitelink bonus 0/4
Evidence. Wikidata SPARQL The operation was aborted
Scanner error — not counted as a site fail and not in the score denominator.
scanner error
Wikidata official website bonus 0/3
Evidence. Wikidata SPARQL The operation was aborted
Scanner error — not counted as a site fail and not in the score denominator.
scanner error
Brand official-website match Recommended 0/3
Evidence. Wikidata SPARQL The operation was aborted
Scanner error — not counted as a site fail and not in the score denominator.
pass
Public MCP registry listing bonus 1/1
Evidence. Registry hit at https://registry.modelcontextprotocol.io/v0/servers?search=open-compute.
Probed public URLs named in the evidence.
failed
Package homepage match bonus 0/1
Evidence. No npm package homepage matching open-compute.dev.
Probed homepage.
Recommended fix. Publish an official package whose homepage is this domain.
n/a
Sitemap lastmod bonus 0/1
Evidence. No sitemap.
n/a
related-website-set bonus 0/1
Evidence. No related-website-set (N/A unless multi-origin).
n/a
ads.txt bonus 0/1
Evidence. No ads inventory (N/A).
2. Do you welcome agents?ROBOTSCRAWLBOT AUTH 75/100

Whether crawlers and signed bots are allowed through rather than blocked at the door.

pass
AI crawlers not blanket-blocked 2/2
Evidence. No blanket Disallow: / for common AI bots.
n/a
robots Crawl-delay bonus 0/1
Evidence. No Crawl-delay (optional).
n/a
Web Bot Auth keys Recommended 0/2
Evidence. No http-message-signatures-directory.
partial
CORS / API hint 0.5/1
Evidence. No CORS header or obvious API path.
Recommended fix. If you expose an API, send Access-Control-Allow-Origin for intended clients.
failed
CSP or X-Frame-Options 0/1
Evidence. Neither CSP nor X-Frame-Options on homepage.
Probed homepage.
Recommended fix. Send Content-Security-Policy or X-Frame-Options.
pass
robots.txt agent-user policy Required 2/2
Evidence. No Disallow: / for ChatGPT-User, Claude-User, or Perplexity-User (silence passes).
3. Does an agent understand who you are and what you do?HTMLJSON-LDLLMS.TXTSKILLSDOCSNLWEB 43/100

Whether the site explains the product in language a model can ingest.

pass
Title and description 2/2
Evidence. Title and meta description present.
failed
JSON-LD structured data 0/4
Evidence. No JSON-LD on the homepage.
Probed homepage.
Recommended fix. Add JSON-LD (Organization, WebSite, or SoftwareApplication).
pass
html lang attribute 1/1
Evidence. html[lang] is set.
failed
JSON-LD entities Recommended 0/4
Evidence. No JSON-LD.
Recommended fix. Embed Organization, Product, Offer, SoftwareApplication, or FAQPage.
n/a
JSON-LD sameAs bonus 0/2
Evidence. No JSON-LD.
n/a
Open Graph basics bonus 0/2
Evidence. No og meta with canonical.
pass
llms.txt 2/2
Evidence. Found /llms.txt with content.
pass
llms.txt index Recommended 2/2
Evidence. llms.txt has content.
pass
llms.txt size and links Recommended 2/2
Evidence. llms.txt 1915 chars, 12 URL(s).
failed
llms-full.txt bonus 0/1
Evidence. llms-full.txt status 404.
Probed public URLs named in the evidence.
Recommended fix. Optionally publish /llms-full.txt for one-shot ingest.
n/a
Section llms.txt bonus 0/1
Evidence. No /docs/llms.txt.
n/a
NLWeb schemamap bonus 0/1
Evidence. No schemamap (N/A unless you offer NL search).
failed
Trust pages Recommended 0/2
Evidence. No about/privacy/contact link.
Recommended fix. Link about or privacy from the homepage.
n/a
Speakable markup bonus 0/1
Evidence. No SpeakableSpecification (N/A unless voice content).
n/a
humans.txt bonus 0/1
Evidence. No /humans.txt (optional).
failed
security.txt Recommended 0/1
Evidence. No /.well-known/security.txt Contact.
Probed well-known paths.
Recommended fix. Publish /.well-known/security.txt with a Contact field.
failed
RSS or Atom feed 0/1
Evidence. No RSS/Atom link.
Recommended fix. Expose an RSS or Atom feed for machine subscribers.
n/a
RSS or Atom document bonus 0/1
Evidence. No /feed or /rss.xml document.
failed
Agent instruction / when-to-use Required 0/3
Evidence. Agent file exists without when-to-use guidance.
Recommended fix. Tell agents when to reach for you: add a 'when to use this' section to your llms.txt (or a dedicated agent-instructions file) that names your best-fit use cases.
n/a
Organization schema completeness Recommended 0/2
Evidence. No Organization JSON-LD to score completeness.
n/a
Schema type breadth Recommended 0/2
Evidence. No JSON-LD to score type breadth.
pass
Content without JavaScript Required 3/3
Evidence. Raw HTML has H1 and 5594 visible characters without JavaScript.
4. Can an agent integrate with you?LINKSSKILLSDOCSAPIOPSMCPSDK 90/100

Whether there is a documented machine door into the product.

n/a
OpenAPI / Swagger link 0/2
Evidence. No OpenAPI/Swagger link in HTML.
Probed OpenAPI.
pass
Login or docs link 3/3
Evidence. Login or developer docs link found.
n/a
MCP well-known card 0/2
Evidence. No MCP surface (N/A).
n/a
MCP SSE / HTTP hint 0/1
Evidence. No MCP/SSE hint on the homepage.
Probed homepage.
n/a
openapi.json fetchable 0/0
Evidence. No HTTP API surface (N/A).
failed
Webhook or API docs 0/2
Evidence. No webhook/API docs mention.
Recommended fix. Document webhooks and REST/RPC APIs for agents.
n/a
Agent skills index 0/2
Evidence. No agent-skills index (N/A unless you publish skills).
n/a
OpenAPI document Required 0/7
Evidence. OpenAPI probe.
Probed OpenAPI.
pass
Public API surface Recommended 7/7
Evidence. Docs or API paths look callable.
pass
Developer portal Recommended 6/6
Evidence. Developer hub found.
n/a
MCP server Recommended 0/6
Evidence. MCP probe.
n/a
MCP server card Recommended 0/2
Evidence. No MCP surface (N/A).
n/a
Agent Skills files bonus 0/2
Evidence. No SKILL.md surface (N/A).
pass
CLI tool Recommended 3/3
Evidence. CLI mention found.
n/a
GraphQL GET hint bonus 0/2
Evidence. No GraphQL surface (N/A).
n/a
OpenAPI UI page bonus 0/1
Evidence. No swagger-ui/redoc page.
n/a
OpenAPI (legacy slot) 0/0
Evidence. No HTTP API surface detected (N/A).
5. Is your integration well-built?APIMCP N/A

Whether the integration surface is complete enough to call with confidence.

n/a
MCP initialize Required 0/3
Evidence. No MCP card to initialize
n/a
MCP server card Recommended 0/2
Evidence. No MCP surface (N/A).
n/a
REST typed error model Recommended 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
REST versioning / deprecation policy Recommended 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
REST pagination pattern Recommended 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
REST async-job pattern Recommended 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
REST response schema coverage Recommended 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
Function calling compatibility Recommended 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
REST batch / bulk endpoint bonus 0/1
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
MCP tool listing bonus 0/3
Evidence. No public tools/list.
n/a
MCP tool descriptions bonus 0/3
Evidence. No public tools/list.
n/a
MCP parameter schemas bonus 0/2
Evidence. No public tools/list.
n/a
MCP tool naming bonus 0/2
Evidence. No public tools/list.
n/a
MCP tool annotations bonus 0/2
Evidence. No public tools/list.
n/a
MCP resources exposed Recommended 0/3
Evidence. No public MCP initialize.
6. Can an agent use you reliably in production?MCPAPIOPS 100/100

Whether errors, idempotency, and limits are visible before a call fails.

n/a
Rate limit signal Recommended 0/2
Evidence. No HTTP API surface (N/A).
n/a
Idempotency signal Recommended 0/3
Evidence. No HTTP API surface (N/A).
n/a
Machine-readable errors Recommended 0/4
Evidence. No HTTP API surface (N/A).
pass
Honest 404 Recommended 2/2
Evidence. Unknown path returned HTTP 404.
n/a
Sandbox / test environment bonus 0/2
Evidence. Docs do not mention sandbox/test keys (N/A).
n/a
Agent onboarding friction Recommended 0/2
Evidence. No OpenAPI spec; onboarding stays N/A (no live signup probe).
Probed OpenAPI.
n/a
MCP error handling bonus 0/2
Evidence. No public tools/call surface.
7. Can an agent authenticate to you?SDKOAUTHAUTH.MDMCP 0/100

Whether an agent can obtain access without a human in the loop.

failed
OAuth / OIDC well-known 0/2
Evidence. No oauth-authorization-server or openid-configuration.
Recommended fix. Publish /.well-known/openid-configuration or oauth-authorization-server if you authenticate agents.
n/a
OAuth 2.0 surface Required 0/5
Evidence. No delegated-access surface (N/A).
n/a
OAuth AS metadata Required 0/3
Evidence. No AS metadata (N/A unless you run an AS).
n/a
PKCE S256 Required 0/2
Evidence. No OAuth metadata to evaluate PKCE.
n/a
OAuth protected resource Recommended 0/2
Evidence. No OAuth resource metadata (N/A).
n/a
Scoped permissions Recommended 0/5
Evidence. No named OAuth scopes.
n/a
Scoped permissions Recommended 0/2
Evidence. No OpenAPI document to analyze.
Probed OpenAPI.
n/a
auth.md bonus 0/2
Evidence. No /auth.md (optional).
n/a
auth.md structure bonus 0/2
Evidence. No /auth.md to grade.
failed
change-password well-known bonus 0/1
Evidence. Login surface without /.well-known/change-password.
Probed well-known paths.
Recommended fix. If users have passwords, serve /.well-known/change-password.
n/a
MCP auth mechanism bonus 0/2
Evidence. No discovered MCP endpoint to grade auth.
n/a
Agent auth WWW-Authenticate hint bonus 0/1
Evidence. No documented API path to probe for WWW-Authenticate.
8. Can an agent transact with you?PRICINGX402MPPUCPACPAP2 0/100

Whether an agent can price, pay, or check out on a documented rail.

n/a
x402 payment bonus 0/0
Evidence. No cart/SKU/checkout and no live payment rail (Pay N/A).
n/a
Agentic checkout (ACP) bonus 0/0
Evidence. No cart/SKU/checkout and no live payment rail (Pay N/A).
n/a
ACP delegated payment bonus 0/0
Evidence. No cart/SKU/checkout and no live payment rail (Pay N/A).
n/a
Universal Commerce Protocol bonus 0/0
Evidence. No cart/SKU/checkout and no live payment rail (Pay N/A).
n/a
Machine Payments Protocol bonus 0/0
Evidence. No cart/SKU/checkout and no live payment rail (Pay N/A).
n/a
AP2 - Agent Payments Protocol bonus 0/0
Evidence. No cart/SKU/checkout and no live payment rail (Pay N/A).
failed
Pricing page Recommended 0/3
Evidence. No pricing page.
Recommended fix. Publish /pricing.
n/a
pricing.md bonus 0/2
Evidence. No /pricing.md (optional).
9. Can a user act through an agent?APPS N/A

Whether a person can finish a job through an agent-facing UI.

n/a
MCP Apps UI hint bonus 0/1
Evidence. No MCP Apps hint (N/A unless you return UI).
n/a
A2A agent card Required 0/2
Evidence. No agent-card.json (N/A unless A2A).
n/a
Web app manifest bonus 0/1
Evidence. No web app manifest (N/A).
n/a
Listed on skills.sh bonus 0/1
Evidence. No official skills.sh org for this brand; community listings are N/A.
10. Can an agent operate your website directly?MARKDOWNA11YHTMLWEBMCPNLWEBLLMS.TXT 78/100

Whether an agent can read and operate the site itself when there is no API or MCP.

n/a
Markdown negotiation bonus 0/1
Evidence. No markdown twin advertised (N/A).
n/a
/index.md fallback bonus 0/1
Evidence. No /index.md twin (N/A).
n/a
WebMCP page tools bonus 0/1
Evidence. No in-page WebMCP (N/A).
n/a
NLWeb /ask bonus 0/1
Evidence. No NLWeb /ask (N/A).
pass
Agent mode view bonus 1/1
Evidence. mode=agent responded.
Probed public URLs named in the evidence.
n/a
NodeInfo bonus 0/1
Evidence. No nodeinfo (N/A).
n/a
oEmbed discovery bonus 0/1
Evidence. No oEmbed (N/A unless embeddable).
n/a
Markdown alternate link bonus 0/1
Evidence. No rel=alternate type=text/markdown.
failed
Markdown frontmatter metadata bonus 0/1
Evidence. Served markdown has no YAML frontmatter block.
Recommended fix. Open served markdown with a --- frontmatter block carrying title plus description, canonical, or last-updated.
n/a
Markdown content negotiation (acceptmarkdown.com) bonus 0/1
Evidence. Homepage does not negotiate markdown.
Probed homepage.
failed
Agent-UA markdown docs bonus 0/1
Evidence. Docs host did not serve markdown to GPTBot (HTTP 530, text/plain; charset=utf-8).
Recommended fix. Serve text/markdown to GPTBot (and similar agent UAs) on your docs host.
pass
Accessible document structure bonus 3/3
Evidence. Homepage HTML has main, nav, H1, and a sane heading order.
Probed homepage.
pass
Code fence validity bonus 1/1
Evidence. Code fences balanced (``` 8, ~~~ 0).
pass
llms.txt links resolve Recommended 2/2
Evidence. 8/8 sampled llms.txt links resolve to real documents.

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