Agent Readiness Score
coreweave.com
26 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well coreweave.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability10.8/24
Content Accessibility11.2/24
Bot Access Control0/12
Protocol & Capability Discovery3.8/41
Authentication & Credentials5.3/19
Documentation Quality6.8/10
Structured Data I/O0.1/13
Observable State & Reliability2/15
Agent Safety & Trust4.2/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.coreweave.com).Parseable
Canonical domaincanonical-domainThe origin https://coreweave.com/ is reachable, but root/www do not converge on one host.Detected
robots.txtrobots-txtrobots.txt at https://coreweave.com/robots.txt declares a sitemap. Declared sitemap https://wf.coreweave.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://coreweave.com/sitemap.xml is a valid sitemap (727 location(s)), but without lastmod or non-homepage URLs.Parseable
API existenceapi-existenceA conventional API path at https://api.intellimize.co/ returned an auth challenge (HTTP 403). (source: live)Detected
API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog.Not detected
API versioningapi-versioningThe API version lifecycle is documented at https://docs.coreweave.com/platform/terraform/resources/object_storage_bucket_lifecycle_configuration, including deprecation/sunset. (source: docs)Cross-verified
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://docs.coreweave.com/index.md alongside the docs HTML surface (https://docs.coreweave.com/).Parseable
Freshness signalsfreshness-signalsA single freshness signal is present (Last-Modified header).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (727 page URLs) helps agents estimate crawl cost.Useful
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (62% of visible text) is extractable from raw HTML on the homepage.Useful
llms.txtllms-txtAn llms.txt index is published at https://docs.coreweave.com/llms.txt with 824 links under 1 section(s). To reach the top level, it would need a fuller index (more links across multiple sections) or an llms-full.txt.Useful
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
Bot Access Control
AI bot rulesai-bot-rulesrobots.txt is readable but declares no AI-bot-specific rules.Not detected
Content signalscontent-signalsrobots.txt is readable but declares no Content-Signal line.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
MCP descriptormcp-descriptorInformational — not scoredAn MCP server is described at https://docs.coreweave.com/.well-known/mcp.json, but the description doesn't include a web address for the server.Parseable
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
MCP Server Cardmcp-server-cardA file exists at https://docs.coreweave.com/.well-known/mcp/server-card.json, but it doesn't contain the fields that describe an MCP Server Card.Detected
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.coreweave.com.Not detected
MCP supportmcp-supportA first-party MCP support page exists at https://docs.coreweave.com/observability/mission-control-mcp, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found. Blocked by robots.txt for a generic compliant agent (Disallow: /).Not detected
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
SDK availabilitysdk-availabilityNo SDK or client library documentation found.Not detected
Rate limit documentationrate-limit-docsA rate-limit documentation page exists at https://docs.coreweave.com/support/cks/tags/quotas-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
Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected
Programmatic auth flowprogrammatic-auth-flowAn authentication page exists at https://docs.coreweave.com/changelog/release-notes/unmanaged-auth, but it doesn't document a programmatic grant with a token endpoint.Parseable
Sandbox environmentsandbox-environmentA sandbox/testing page exists at https://docs.coreweave.com/products/sandboxes/client/guides/sandbox-configuration, but it doesn't show how to obtain test credentials or a test base URL.Parseable
Auth documentationauth-documentationAn authentication documentation page exists at https://docs.coreweave.com/changelog/release-notes/unmanaged-auth, but it doesn't name a specific method or show how a request is authenticated.Parseable
Documentation Quality
API reference depthapi-reference-depthAn API reference page exists at https://docs.coreweave.com/products/networking/hpc-interconnect/nccl-configuration-reference, but it doesn't show parameters with example requests and responses.Parseable
Changelog presencechangelog-presenceA changelog is published at https://docs.coreweave.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-pricingA response at https://coreweave.com/pricing.json looks JSON-like but did not parse as JSON.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-healthStatus page found at https://status.coreweave.com/ (HTTP 200).Detected
Webhook documentationwebhook-documentationA webhook documentation page exists at https://docs.coreweave.com/platform/coreweave-alerts/webhooks, but it doesn't list specific event types with their payload shape.Parseable
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
Legal policy pageslegal-pagesNo terms, privacy, or data-use policy pages found at conventional paths.Not detected
Org identity signalsorg-identityHomepage exposes three org-identity signal types (legal_name, address, social).Useful
Metadata consistencymetadata-consistencyOne metadata consistency warning: canonical_mismatch.Useful