Agent Readiness Score
nessielabs.com
19 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well nessielabs.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability0.2/21
Content Accessibility9.1/24
Bot Access Control0/12
Protocol & Capability Discovery5/41
Authentication & Credentials7.8/19
Documentation Quality5/10
Structured Data I/O0/13
Observable State & Reliability0/15
Agent Safety & Trust4.7/11
Checks
Discoverability
robots.txtrobots-txtNo robots.txt found (or the path returned an HTML page).Not detected
Canonical domaincanonical-domainThe origin https://nessielabs.com/ is reachable, but root/www do not converge on one host.Detected
sitemap.xmlsitemap-xmlNo valid XML sitemap found at the standard locations.Not detected
API existenceapi-existenceNo API endpoint found at common paths (only HTML pages or 404s).Not detected
API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog.Not detected
API versioningapi-versioningNo versioning signal found (no spec info.version, version header, /vN API surface, or versioning docs).Not detected
Subdomain sweepsubdomain-sweepCould not conclusively sweep conventional subdomains (unreachable or transient).Couldn't verify
Content Accessibility
llms.txtllms-txtNo llms.txt file found (HTML pages at .txt paths do not qualify).Not detected
Raw content extractabilityraw-content-extractabilityReadable content is extractable without JavaScript on 2 probed surface(s) with a strong main-content ratio (97% on the homepage).Cross-verified
Freshness signalsfreshness-signalsA single freshness signal is present (ETag header).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredNo crawl-cost signals found (no sitemap URL inventory or Crawl-delay directive).Not detected
llms-full.txtllms-full-txtNo llms-full.txt file found (HTML pages at .txt paths do not qualify).Not detected
ai.txtai-txtNo ai.txt file found (HTML pages at .txt paths do not qualify).Not detected
Markdown twinmarkdown-twinNo markdown twin found alongside probed docs HTML surfaces.Not detected
Bot Access Control
AI bot rulesai-bot-rulesNo robots.txt was found (missing, or not servable as plain text), so no AI-bot rules are declared.Not detected
Content signalscontent-signalsNo robots.txt was found (missing, or not servable as plain text), so no Content Signals are declared.Not detected
RSL licensingrslrobots.txt is readable but declares no RSL License directive.Not detected
TDM reservationtdmrepNo TDMRep policy found at /.well-known/tdmrep.json.Not detected
Protocol & Capability Discovery
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.nessielabs.com.Not detected
MCP descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected
MCP supportmcp-supportNo first-party MCP support documentation or MCP-specific endpoint response was found.Not detected
MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
SDK availabilitysdk-availabilityNo SDK or client library documentation found.Not detected
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
Auth discoveryauth-discoveryAgent-native auth discovery: a valid RFC 9728 PRM (via challenge) or a PRM plus a valid AS/OIDC descriptor.Cross-verified
Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
Authentication & Credentials
Credential managementcredential-managementCredential management is documented at https://nessielabs.com/docs/api-keys, covering how to rotate or revoke credentials. To reach the top level, it would need rotation, revocation, and scoping/expiry all documented.Useful
Programmatic auth flowprogrammatic-auth-flowNo programmatic authentication documentation found at the standard docs locations an agent would check.Not detected
Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected
Auth documentationauth-documentationAuthentication is fully documented at https://nessielabs.com/docs/api-keys, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Documentation Quality
API reference depthapi-reference-depthAPI reference documentation lacks depth or was not found.Not detected
Changelog presencechangelog-presenceA changelog is published at https://nessielabs.com/changelog with multiple recent dated entries, indicating it is actively maintained.Cross-verified
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-healthNo health or status endpoint found.Not 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
security.txtsecurity-txtNo security.txt found at /.well-known/security.txt or /security.txt.Not detected
Org identity signalsorg-identityHomepage exposes one org-identity signal (social).Detected
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified
Legal policy pageslegal-pagesBoth privacy and terms policies are discoverable with substantive content.Useful