Agent Readiness Score
mezmo.com
30 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well mezmo.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability10.9/24
Content Accessibility15.1/24
Bot Access Control0/12
Protocol & Capability Discovery13.4/41
Authentication & Credentials0.5/19
Documentation Quality1.8/10
Structured Data I/O0.1/13
Observable State & Reliability3.5/15
Agent Safety & Trust5.5/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.mezmo.com).Parseable
Canonical domaincanonical-domainRoot and www converge on www.mezmo.com, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://mezmo.com/robots.txt declares a sitemap. Declared sitemap https://www.mezmo.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.mezmo.com/sitemap.xml is a valid sitemap (896 location(s)), but without lastmod or non-homepage URLs.Parseable
API existenceapi-existenceA real API surface at https://api.mezmo.com/v3/pipeline answered HTTP 401 with non-HTML JSON. (source: live)Parseable
API catalogapi-catalogAPI Catalog discovered via a rel="api-catalog" Link header at https://docs.mezmo.com/.well-known/api-catalog.Detected
API versioningapi-versioningA versioning-related page exists at https://docs.mezmo.com/api-reference/pipeline-management/revert-pipeline-to-version, but it doesn't describe a versioning scheme or deprecation policy. (source: docs)Parseable
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://docs.mezmo.com/index.md alongside the docs HTML surface (https://docs.mezmo.com/).Parseable
Freshness signalsfreshness-signalsA single freshness signal is present (Last-Modified header).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (896 page URLs) helps agents estimate crawl cost.Useful
llms.txtllms-txtA curated llms.txt index is published at https://www.mezmo.com/llms.txt: 61 links across 9 sections.Cross-verified
Raw content extractabilityraw-content-extractabilityReadable content is extractable without JavaScript on 2 probed surface(s) with substantial visible text.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 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.mezmo.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.mezmo.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-cardAn A2A Agent Card at https://docs.mezmo.com/.well-known/agent-card.json declares 1 skill(s) and a connectable endpoint.Useful
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.mezmo.com.Not detected
MCP supportmcp-supportFirst-party documentation at https://docs.mezmo.com/docs/mezmo-mcp identifies the MCP endpoint https://mcp.mezmo.com/mcp and explains both its capabilities and how clients connect or authenticate.Cross-verified
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
Link headerslink-headersAn agent-relevant Link rel (api-catalog) resolves to a live resource at https://docs.mezmo.com/.well-known/api-catalog.Cross-verified
SDK availabilitysdk-availabilityGetting-started page at https://www.mezmo.com/learn/what-are-sdks: 1 GitHub repo, 0 registry links, 0 install commands (1 pointer).Useful
Rate limit documentationrate-limit-docsRate limiting is mentioned at https://www.mezmo.com/blog/managing-telemetry-data-overflow-in-kubernetes-with-resource-quotas-and-limits, but not on a page dedicated to documenting it.Detected
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.Not detected
Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected
Programmatic auth flowprogrammatic-auth-flowNo programmatic authentication documentation found at the standard docs locations an agent would check.Not detected
Auth documentationauth-documentationAuthentication is mentioned at https://docs.mezmo.com/docs/api, but not on a page dedicated to documenting it.Detected
Documentation Quality
API reference depthapi-reference-depthAn API reference page exists at https://docs.mezmo.com/aura/configuration-reference, but it doesn't show parameters with example requests and responses.Parseable
Changelog presencechangelog-presenceNo changelog or release notes found at the standard docs locations an agent would check.Not detected
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://mezmo.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-healthNo health or status endpoint found.Not detected
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected
Webhook documentationwebhook-documentationA webhook documentation page exists at https://docs.mezmo.com/docs/webhook-alert-integration, but it doesn't list specific event types with their payload shape.Parseable
Error documentationerror-documentationAn error documentation page exists at https://docs.mezmo.com/telemetry-pipelines/view-pipeline-errors, but it doesn't enumerate specific error codes or a documented error response shape.Parseable
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