Agent Readiness Score
kapa.ai
38 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well kapa.ai's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability10.9/24
Content Accessibility13.8/24
Bot Access Control2/12
Protocol & Capability Discovery12.4/41
Authentication & Credentials8.5/19
Documentation Quality2.3/10
Structured Data I/O8/13
Observable State & Reliability0.7/15
Agent Safety & Trust5.5/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.kapa.ai).Parseable
Canonical domaincanonical-domainRoot and www converge on www.kapa.ai, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://kapa.ai/robots.txt declares a sitemap. Declared sitemap https://www.kapa.ai/sitemap.xml resolves as valid XML.Cross-verified
API catalogapi-catalogAPI Catalog found at https://kapa.ai/.well-known/api-catalog (JSON).Detected
sitemap.xmlsitemap-xmlhttps://www.kapa.ai/sitemap.xml is a valid sitemap (174 location(s)), but without lastmod or non-homepage URLs.Parseable
API existenceapi-existenceA real API surface is declared at https://raw.githubusercontent.com/hyperdxio/hyperdx/refs/heads/main/packages/api/openapi.json: the spec lists servers and paths. (source: spec)Parseable
API versioningapi-versioningThe API version is declared in the spec (info.version) at https://raw.githubusercontent.com/hyperdxio/hyperdx/refs/heads/main/packages/api/openapi.json. (source: spec)Parseable
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://docs.kapa.ai/index.md alongside the docs HTML surface (https://docs.kapa.ai/).Parseable
Freshness signalsfreshness-signalsFreshness signals present: Last-Modified header, ETag header.Useful
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (174 page URLs) helps agents estimate crawl cost.Useful
Raw content extractabilityraw-content-extractabilitySubstantial visible text (12,036 chars) is readable without JavaScript on at least one probed page.Useful
llms.txtllms-txtA curated llms.txt index is published at https://www.kapa.ai/llms.txt: 34 links across 7 sections.Cross-verified
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 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
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.kapa.ai/retrieval/hosted-mcp-server, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
MCP Server Cardmcp-server-cardAn MCP Server Card at https://kapa.ai/.well-known/mcp/server-card.json declares 1 remote endpoint(s) agents can connect to.Useful
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.kapa.ai.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://docs.kapa.ai/dev/sdk/: 1 GitHub repo, 0 registry links, 0 install commands (1 pointer).Useful
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.Not detected
Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specValid OpenAPI 3.0.0 spec at https://raw.githubusercontent.com/hyperdxio/hyperdx/refs/heads/main/packages/api/openapi.json: 38 operations, 124 schemas, 100% response coverage, servers declared.Cross-verified
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-flowA programmatic auth flow is fully documented at https://docs.kapa.ai/dev/agent/authentication, with a non-interactive grant, token endpoint, scopes, and token expiry/refresh.Cross-verified
Auth documentationauth-documentationAuthentication is documented at https://docs.kapa.ai/dev/agent/authentication 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
Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected
Documentation Quality
API reference depthapi-reference-depthAn API reference page exists at https://docs.kapa.ai/api/reference, but it doesn't show parameters with example requests and responses.Parseable
Changelog presencechangelog-presenceA changelog is mentioned at https://clickhouse.com/blog/pg_clickhouse-whats-new-july-2026, but not on a page dedicated to publishing release history.Detected
Structured Data I/O
Structured data I/Ostructured-data-ioThe spec at https://raw.githubusercontent.com/hyperdxio/hyperdx/refs/heads/main/packages/api/openapi.json declares typed, consistent response schemas (84% of operations) with a pagination pattern and a structured error envelope. (source: spec)Cross-verified
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://mcp.kapa.ai/health (HTTP 200).Detected
Webhook documentationwebhook-documentationWebhooks are mentioned at https://clickhouse.com/blog/clickhouse-webhook-endpoint, but not on a page dedicated to documenting them.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 two org-identity signal types (support_email, social).Parseable
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