Agent Readiness Score
hevodata.com
32 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well hevodata.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability11.7/24
Content Accessibility10.6/24
Bot Access Control0/12
Protocol & Capability Discovery3.5/41
Authentication & Credentials6.3/14
Documentation Quality8.5/10
Structured Data I/O0/13
Observable State & Reliability2/12
Agent Safety & Trust8.6/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.hevodata.com).Parseable
robots.txtrobots-txtrobots.txt at https://hevodata.com/robots.txt declares a sitemap. Declared sitemap https://hevodata.com/sitemap.xml resolves as valid XML.Cross-verified
Canonical domaincanonical-domainRoot and www converge on hevodata.com, with a matching canonical tag.Cross-verified
sitemap.xmlsitemap-xmlhttps://hevodata.com/learn/sitemap_index.xml is a valid sitemap with lastmod and real (non-homepage) URLs.Useful
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-versioningAPI versioning is documented at https://docs.hevodata.com/releases/2021/v1.56/?utm_source=docs_sidebar (the versioning scheme). To reach the top level, it would need a documented deprecation/sunset lifecycle. (source: docs)Useful
Content Accessibility
llms.txtllms-txtA curated llms.txt index is published at https://hevodata.com/llms.txt: 3980 links across 9 sections.Cross-verified
llms-full.txtllms-full-txtNo llms-full.txt file found (HTML pages at .txt paths do not qualify).Not detected
Freshness signalsfreshness-signalsNo freshness signals found (no Last-Modified, ETag, or sitemap lastmod).Not detected
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (493 page URLs) helps agents estimate crawl cost.Useful
Raw content extractabilityraw-content-extractabilitySubstantial visible text (6,834 chars) is readable without JavaScript on at least one probed page.Useful
Markdown twinmarkdown-twinNo markdown twin found alongside probed docs HTML surfaces.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 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
SDK availabilitysdk-availabilitySDK libraries page at https://docs.hevodata.com/sources/engg-analytics/streaming/android-sdk/: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).Parseable
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.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
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.hevodata.com.Not detected
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors 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
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.Not detected
Rate limit documentationrate-limit-docsA rate-limit documentation page exists at https://docs.hevodata.com/data-ingestion/best-practices-to-avoid-reaching-rate-limits-for-saas-sources/, 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-managementCredential management is documented at https://docs.hevodata.com/sources/dbfs/databases/mongodb/troubleshooting-mongodb/errors-during-pipeline-creation/er1001-mongodb/?utm_source=docs_sidebar, 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-flowAn authentication page exists at https://docs.hevodata.com/account-management/personal-settings/two-factor-authentication/, but it doesn't document a programmatic grant with a token endpoint.Parseable
Auth documentationauth-documentationAn authentication documentation page exists at https://docs.hevodata.com/account-management/personal-settings/two-factor-authentication/, but it doesn't name a specific method or show how a request is authenticated.Parseable
Sandbox environmentsandbox-environmentCould not conclusively check for sandbox or test environment documentation (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
Documentation Quality
API reference depthapi-reference-depthThe API reference at https://docs.hevodata.com/sources/engg-analytics/streaming/rest-api/ documents parameters with example requests and responses. To reach the top level, it would need request and response bodies, authentication, pagination, and error codes.Useful
Changelog presencechangelog-presenceA changelog is published at https://docs.hevodata.com/edge/releases/april-2026/?utm_source=docs_sidebar 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-healthStatus page found at https://status.hevodata.com/ (HTTP 200).Detected
Webhook documentationwebhook-documentationA webhook documentation page exists at https://docs.hevodata.com/getting-started/creating-your-first-pipeline/creating-webhook-pipeline/, 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.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
Retry & idempotencyretry-and-idempotencyCould not conclusively check for retry or idempotency documentation (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
Agent Safety & Trust
security.txtsecurity-txtsecurity.txt at https://hevodata.com/.well-known/security.txt publishes a Contact address.Useful
Org identity signalsorg-identityHomepage exposes three org-identity signal types (legal_name, address, social).Useful
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