Agent Readiness Score
nvidia.com
27 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well nvidia.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability10.2/24
Content Accessibility13.8/19
Bot Access Control2/10
Protocol & Capability Discovery9.8/39
Authentication & Credentials0.5/19
Documentation Quality0.5/10
Structured Data I/O0/13
Observable State & Reliability0.2/15
Agent Safety & Trust5.3/8
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.nvidia.com).Parseable
Canonical domaincanonical-domainRoot and www converge on www.nvidia.com, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://nvidia.com/robots.txt declares a sitemap. Declared sitemap https://www.nvidia.com/sitemap_index.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.nvidia.com/sitemap_index.xml is a valid sitemap with lastmod and real (non-homepage) URLs.Useful
API existenceapi-existenceA real API surface responds at https://api-prod.nvidia.com/search/graphql with non-HTML JSON. (source: live)Parseable
API catalogapi-catalogAPI Catalog found at https://developer.nvidia.com/.well-known/api-catalog (application/linkset+json).Detected
API versioningapi-versioningNo versioning signal found (no spec info.version, version header, /vN API surface, or versioning docs).Not detected
Content Accessibility
llms.txtllms-txtA curated llms.txt index is published at https://www.nvidia.com/llms.txt: 19 links across 5 sections.Cross-verified
Freshness signalsfreshness-signalsFreshness signals present: Last-Modified header, ETag header.Useful
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredNo crawl-cost signals found (no sitemap URL inventory or Crawl-delay directive).Not detected
Markdown twinmarkdown-twinA markdown twin is published at https://developer.nvidia.com/index.md alongside the docs HTML surface (https://developer.nvidia.com/).Parseable
Raw content extractabilityraw-content-extractabilitySubstantial visible text (42,941 chars) is readable without JavaScript on at least one probed page.Useful
llms-full.txtllms-full-txtCould not conclusively check for an llms-full.txt file (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
ai.txtai-txtCould not conclusively check for an ai.txt file (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
Bot Access Control
AI bot rulesai-bot-rulesrobots.txt is readable but declares no AI-bot-specific rules.Not detected
Content signalscontent-signalsrobots.txt declares 3 recognized Content Signal(s) with a valid value: ai-train, search, ai-input.Cross-verified
RSL licensingrslrobots.txt is readable but declares no RSL License directive.Not detected
TDM reservationtdmrepCould not conclusively check for a TDMRep policy (unreachable, rate-limited, or behind auth).Couldn't verify
Protocol & Capability Discovery
MCP descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected
MCP supportmcp-supportA first-party MCP support page exists at https://docs.api.nvidia.com/mcp, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
A2A Agent Carda2a-agent-cardAn A2A Agent Card is described at https://developer.nvidia.com/.well-known/agent-card.json, but it is missing required fields (name, description, version, supportedInterfaces, or skills).Parseable
MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.nvidia.com.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://developer.nvidia.com/capture-sdk: 1 GitHub repo, 0 registry links, 0 install commands (1 pointer).Useful
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
Auth discoveryauth-discoveryA drivable auth-discovery descriptor is published.Useful
Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected
.well-known indexwell-known-indexCould not conclusively check /.well-known/ descriptors (unreachable, rate-limited, or behind auth).Couldn't verify
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
Authentication & Credentials
Programmatic auth flowprogrammatic-auth-flowNo programmatic authentication documentation found at the standard docs locations an agent would check. Blocked by robots.txt for a generic compliant agent (Disallow: /ngc/).Not detected
Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected
Sandbox environmentsandbox-environmentA test environment is mentioned at https://developer.nvidia.com/brev.md, but not on a page dedicated to documenting it.Detected
Auth documentationauth-documentationNo authentication documentation found at the standard docs locations an agent would check. Blocked by robots.txt for a generic compliant agent (Disallow: /ngc/).Not detected
Documentation Quality
API reference depthapi-reference-depthAPI reference content is mentioned at https://docs.api.nvidia.com/cloud-functions/reference/getfunctiondeployment, but not on a dedicated reference page.Detected
Changelog presencechangelog-presenceNo changelog or release notes found at the standard docs locations an agent would check.Not detected
Structured Data I/O
Structured data I/Ostructured-data-ioNo published structured-data contract found (no typed spec response schemas).Not detected
Machine-readable pricingmachine-readable-pricingNo machine-readable pricing endpoint found (HTML pricing pages do not qualify).Not detected
Data export APIdata-export-apiNo data export or bulk API documentation found at the standard docs locations an agent would check.Not detected
Observable State & Reliability
Status & health endpointsstatus-and-healthHealth/status endpoint found at https://developer.nvidia.com/health (HTTP 200).Detected
Webhook documentationwebhook-documentationNo webhook or event documentation found at the standard docs locations an agent would check.Not detected
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected
Error documentationerror-documentationNo error documentation found at the standard docs locations an agent would check.Not detected
Machine payments (x402/MPP)x402-or-mpp-supportInformational — not scoredNo machine-payment signal observed (no HTTP 402, no payment-required response header, and no /.well-known/x402.json manifest). Payment support cannot be ruled out from an unauthenticated probe.Couldn't verify
Agent Safety & Trust
Org identity signalsorg-identityHomepage exposes three org-identity signal types (legal_name, address, social).Useful
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified
Legal policy pageslegal-pagesAt least one legal policy page is discoverable.Detected
security.txtsecurity-txtCould not conclusively check for security.txt (unreachable or behind auth).Couldn't verify