HonestClaw
What is Agent Readiness?

Agent Readiness Score

atlassian.com

19 — Limited. Agents will struggle to discover or use this site without human help.

21 of 21 checks conclusive · Confidence High · Evidence coverage 100%

HonestClaw measured how well atlassian.com's site and APIs work for AI agents — across 9 dimensions and 21 automated checks.

Dimensions

Discoverability1/13
Content Accessibility5/5
Bot Access ControlNot yet scored
Protocol & Capability Discovery1.8/20
Authentication & Credentials4.4/19
Documentation Quality5.5/10
Structured Data I/O0/13
Observable State & Reliability0.2/15
Agent Safety & TrustNot yet scored

Checks

Discoverability

API existenceapi-existenceA conventional API path at https://developer.atlassian.com/graphql returned an auth challenge (HTTP 401). (source: live)Detected
API versioningapi-versioningVersioning is mentioned at https://developer.atlassian.com/cloud/, but not on a page dedicated to documenting it. (source: docs)Detected
API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog.Not detected

Content Accessibility

llms.txtllms-txtA curated llms.txt index is published at https://atlassian.com/llms.txt: 104 links across 13 sections.Cross-verified

Protocol & Capability Discovery

OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://developer.atlassian.com/docs/sdks: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).Parseable
MCP descriptor (legacy)mcp-serverNo MCP server found at the standard locations an agent would check.Not detected
Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected

Authentication & Credentials

Auth documentationauth-documentationAuthentication is documented at https://developer.atlassian.com/cloud/ with the specific detail an agent needs — the credential and how it is sent. To reach the top level, it would need to corroborate against another surface or document more than one complete method.Useful
Programmatic auth flowprogrammatic-auth-flowNo programmatic authentication documentation found at the standard docs locations an agent would check.Not detected
Credential managementcredential-managementCredential management is mentioned at https://developer.atlassian.com/cloud/, but not on a page dedicated to documenting it.Detected
Sandbox environmentsandbox-environmentA test environment is mentioned at https://developer.atlassian.com/cloud/, but not on a page dedicated to documenting it.Detected

Documentation Quality

API reference depthapi-reference-depthAPI reference content is mentioned at https://status.atlassian.com/, but not on a dedicated reference page.Detected
Changelog presencechangelog-presenceA changelog is published at https://developer.atlassian.com/changelog/ with multiple recent dated entries, indicating it is actively maintained.Cross-verified

Structured Data I/O

Structured data I/Ostructured-data-ioNo structured data contract found (no typed spec responses, no live JSON).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
Machine-readable pricingmachine-readable-pricingNo machine-readable pricing endpoint found (HTML pricing pages do not qualify).Not detected

Observable State & Reliability

Status & health endpointsstatus-and-healthHealth/status endpoint found at https://developers.atlassian.com/health (HTTP 200).Detected
Webhook documentationwebhook-documentationNo webhook or event 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
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected
Machine payments (x402/MPP)x402-or-mpp-supportInformational — not scoredNo HTTP 402 response or machine payment protocol headers detected.Not detected