Agent Readiness Score
mural.co
28 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well mural.co's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability12.2/24
Content Accessibility7.7/24
Bot Access Control0/12
Protocol & Capability Discovery9.5/41
Authentication & Credentials10/19
Documentation Quality3.5/10
Structured Data I/O0.1/13
Observable State & Reliability0.2/15
Agent Safety & Trust4.3/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepBoth an API-family and a docs-family subdomain are live (api.mural.co, developers.mural.co).Useful
Canonical domaincanonical-domainRoot and www converge on www.mural.co, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://mural.co/robots.txt declares a sitemap. Declared sitemap https://www.mural.co/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.mural.co/sitemap.xml is a valid sitemap (1805 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-versioningAPI versioning is documented at https://developers.mural.co/public/docs/versioning (the versioning scheme). To reach the top level, it would need a documented deprecation/sunset lifecycle. (source: docs)Useful
Content Accessibility
llms.txtllms-txtNo llms.txt file found (HTML pages at .txt paths do not qualify).Not detected
Freshness signalsfreshness-signalsA single freshness signal is present (Last-Modified header).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (1805 page URLs) helps agents estimate crawl cost.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
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (78% of visible text) is extractable from raw HTML on the homepage.Useful
Markdown twinmarkdown-twinA markdown twin is published at https://developers.mural.co/public/docs/getting-started.md alongside the docs HTML surface (https://developers.mural.co/public/docs/getting-started).Parseable
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
.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
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.mural.co.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://developers.mural.co/public/docs/integration-sdk: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).Parseable
MCP supportmcp-supportFirst-party documentation at https://www.mural.co/blog/ai-visual-collaboration-mcp identifies the MCP endpoint https://www.mural.co/ai/mcp. To reach the top level, it would also need both capability and connection or authentication details.Useful
Link headerslink-headersLink header(s) present with recognized rel values.Parseable
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.Not detected
Rate limit documentationrate-limit-docsRate limits are documented at https://developers.mural.co/public/docs/rate-limiting with a concrete limit and rate-limit response headers. To reach the top level, it would need 429 handling, Retry-After guidance, and tier/plan differences.Useful
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
Authentication & Credentials
Programmatic auth flowprogrammatic-auth-flowA programmatic auth flow is fully documented at https://developers.mural.co/public/docs/oauth, with a non-interactive grant, token endpoint, scopes, and token expiry/refresh.Cross-verified
Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected
Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected
Auth documentationauth-documentationAuthentication is fully documented at https://developers.mural.co/public/docs/oauth, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Documentation Quality
API reference depthapi-reference-depthAPI reference documentation lacks depth or was not found.Not detected
Changelog presencechangelog-presenceA changelog is published at https://developers.mural.co/public/changelog with dated entries describing changes. To reach the top level, it would need multiple recent dated entries showing an ongoing cadence.Useful
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://mural.co/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.mural.co/ (HTTP 200).Detected
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not 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
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 (legal_name, social).Parseable
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified
Legal policy pageslegal-pagesAt least one legal policy page is discoverable.Detected