HonestClaw
What is Agent Readiness?

Agent Readiness Score

atlan.com

40 — Developing. Agents can find parts of this site, but key capabilities are hard to reach.

45 of 45 checks conclusive · Confidence High · Evidence coverage 100%

HonestClaw measured how well atlan.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.

Dimensions

Discoverability16.1/24
Content Accessibility16.8/24
Bot Access Control7/12
Protocol & Capability Discovery10.3/41
Authentication & Credentials5.1/19
Documentation Quality1.8/10
Structured Data I/O0/13
Observable State & Reliability4.1/15
Agent Safety & Trust7.1/11

Checks

Discoverability

Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.atlan.com).Parseable
robots.txtrobots-txtrobots.txt at https://atlan.com/robots.txt declares a sitemap. Declared sitemap https://atlan.com/sitemap.xml resolves as valid XML.Cross-verified
API catalogapi-catalogAPI Catalog found at https://atlan.com/.well-known/api-catalog (JSON).Detected
sitemap.xmlsitemap-xmlhttps://atlan.com/sitemap.xml is a dated sitemap whose URLs include docs/pricing/api surfaces.Cross-verified
Canonical domaincanonical-domainRoot and www converge on atlan.com, with a matching canonical tag.Cross-verified
API existenceapi-existenceA real API surface at https://openapi.atlan.com/mcp answered HTTP 401 with non-HTML JSON. (source: live)Parseable
API versioningapi-versioningThe API version lifecycle is documented at https://docs.atlan.com/tags/deprecation, including deprecation/sunset. (source: docs)Cross-verified

Content Accessibility

Markdown twinmarkdown-twinA markdown twin is published at https://docs.atlan.com/product/capabilities/build-apps.md alongside the docs HTML surface (https://docs.atlan.com/product/capabilities/build-apps).Parseable
Freshness signalsfreshness-signalsFreshness signals present: Last-Modified header, sitemap lastmod.Useful
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredSitemap declares 2097 page URLs — moderate crawl cost; agents should budget accordingly.Parseable
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (80% of visible text) is extractable from raw HTML on the homepage.Useful
llms.txtllms-txtA curated llms.txt index is published at https://atlan.com/llms.txt: 39 links across 8 sections.Cross-verified
llms-full.txtllms-full-txtA comprehensive llms-full.txt is published at https://atlan.com/llms-full.txt with 30,210 chars across 32 sections.Cross-verified
ai.txtai-txtNo ai.txt file found (HTML pages at .txt paths do not qualify).Not detected

Bot Access Control

AI bot rulesai-bot-rulesrobots.txt declares explicit rules for 13 AI bot(s): oai-searchbot, chatgpt-user, gptbot, claudebot, anthropic-ai, claude-web, perplexitybot, perplexity-user, google-extended, meta-externalagent, applebot-extended, amazonbot, ccbot.Cross-verified
Content signalscontent-signalsrobots.txt declares 3 recognized Content Signal(s) with a valid value: search, ai-input, ai-train.Cross-verified
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

SDK availabilitysdk-availabilitySDK libraries page at https://docs.atlan.com/contribution/application-sdk: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).Parseable
MCP descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
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.atlan.com.Not detected
MCP supportmcp-supportA first-party MCP support page exists at https://docs.atlan.com/agents/how-tos/set-up-docs-over-mcp, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
Link headerslink-headersNo RFC 8288 Link headers found on any probed response. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).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-docsA rate-limit documentation page exists at https://docs.atlan.com/tags/rate-limits, but it doesn't state a concrete limit alongside a rate-limit response header.Parseable
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify

Authentication & Credentials

Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected
Programmatic auth flowprogrammatic-auth-flowProgrammatic authentication is mentioned at https://docs.atlan.com/get-started/references/api-authentication, but not on a page dedicated to documenting it.Detected
Credential managementcredential-managementCredential management is documented at https://docs.atlan.com/product/capabilities/build-apps/concepts/credentials, covering how to rotate or revoke credentials. To reach the top level, it would need rotation, revocation, and scoping/expiry all documented.Useful
Auth documentationauth-documentationAn authentication documentation page exists at https://docs.atlan.com/tags/atlan-auth, but it doesn't name a specific method or show how a request is authenticated.Parseable

Documentation Quality

API reference depthapi-reference-depthAPI reference documentation lacks depth or was not found. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected
Changelog presencechangelog-presenceA changelog page exists at https://docs.atlan.com/product/changelog, but it doesn't list dated entries describing actual changes.Parseable

Structured Data I/O

Structured data I/Ostructured-data-ioNo published structured-data contract found (no typed spec response schemas). Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).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. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected

Observable State & Reliability

Status & health endpointsstatus-and-healthHealth/status endpoint found at https://openapi.atlan.com/health (HTTP 200).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. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected
Retry & idempotencyretry-and-idempotencyRetry/idempotency is documented at https://docs.atlan.com/product/capabilities/build-apps/sdks/application-sdk/concepts/retry-strategies with an idempotency-key mechanism or a concrete retry strategy. To reach the top level, it would need an idempotency key and backoff/retry guidance together.Useful
Webhook documentationwebhook-documentationA webhook documentation page exists at https://docs.atlan.com/tags/webhooks, but it doesn't list specific event types with their payload shape.Parseable
Error documentationerror-documentationNo error documentation found at the standard docs locations an agent would check. Blocked by robots.txt for a generic compliant agent (Disallow: /docs/).Not detected

Agent Safety & Trust

security.txtsecurity-txtsecurity.txt at https://atlan.com/.well-known/security.txt includes Contact, a future Expires date, and Encryption or Policy.Cross-verified
Org identity signalsorg-identityHomepage exposes two org-identity signal types (legal_name, social).Parseable
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified
Legal policy pageslegal-pagesNo terms, privacy, or data-use policy pages found at conventional paths.Not detected