Agent readiness report

databricks.com

No categoryCommunity

60/ 100

CFair

Rank: #16 of 27
Last 7 days: New
Scanned: Oct 14, 2026

What the scan found

The website is strongest in agent discovery, with Wikipedia/Wikidata presence and discoverable developer resources, but is missing an MCP server or manifest and a published OpenAPI spec.

Where the score comes from

/01Discovery19/ 20Can an agent find you?
/02Access19/ 30Can an agent read you?
/03Usability16/ 40Can an agent work with you?
/04PaymentsNo check appliedCan an agent pay you?

Every check

Each check the scan ran, by layer. Checks it couldn’t check are listed too; they are left out of the score.

Checks passed: 24
Checks to fix: 39
Not in the score: 62

/01Discovery19 / 201 Failed5 Passed

FailedARD discoveryRequired0 / 1
PassedDeveloper resource discoverabilityRecommended3 / 3
PassedBrand name discoverabilityRequired3 / 3
PassedWikipedia / Wikidata entity presenceRecommendedBonus4 / 4
Passedrobots.txt AI crawler policyRequired2 / 2
PassedNPM/PyPI SDK packageRecommended1 / 1

9 checks not in the score

Couldn’t checkCategory share of voiceRecommendedBetaNot counted
Couldn’t checkAgent platform configsEmergingNot counted
Couldn’t checkAgent Plugins manifestEmergingBonusNot counted
Couldn’t checkChatGPT app listedRecommendedBonusNot counted
Not applicableAI Catalog discoveryRecommendedBonusNot counted
Not applicableARD entry validityRecommendedBonusNot counted
Not applicableARD trust manifestRecommendedBonusNot counted
Not applicableListed in MCP registriesRecommendedNot counted
Not applicableRegistry brandingEmergingNot counted

/02Access19 / 309 Failed4 Partly14 Passed

FailedAgent discovery fileRequired0 / 2
FailedA2A / agent-cardRecommendedBonus0 / 2
FailedMCP well-known discoveryRecommendedBonus0 / 2
FailedHTTP Link headers (RFC 8288)RequiredBonus0 / 1
FailedSitemap freshness (lastmod)RecommendedBonus0 / 1
FailedOpenAPI spec publishedRequired0 / 7
FailedDeveloper portalRecommended0 / 6
FailedAPI catalog (RFC 9727)RequiredBonus0 / 2
FailedMarkdown content negotiation (acceptmarkdown.com)RecommendedBonus0 / 1
PartlyContent without JavaScriptRequired2 / 3
PartlyMetadata completenessRequired1 / 2
PartlySchema type breadthRecommended1 / 2
PartlyPage token budgetRecommended0 / 1
PassedSitemap existsRequired2 / 2
PassedNot blocked by bot detectionRequired2 / 2
Passedrobots.txt agent-user policyRequired2 / 2
Passedllms.txt existsRequired1 / 1
Passedllms.txt formattingRecommended2 / 2
PassedJSON-LD structured dataRequired4 / 4
PassedPricing info accessibleRequired3 / 3
PassedPublic API/docs linked from homepageRequired3 / 3
PassedJSON-LD entity linking (sameAs)Recommended2 / 2
PassedOrganization schema completenessRecommended2 / 2
PassedTrust anchor pagesRequired2 / 2
Passedllms.txt links resolveRecommended2 / 2
PassedRedirect hygieneRecommended1 / 1
PassedAgent crawler reachabilityRecommended2 / 2

15 checks not in the score

Failedpricing.md existsEmergingNot counted
FailedNLWeb Schema FeedsEmergingNot counted
FailedAgent mode viewEmergingBonusNot counted
FailedMarkdown URL fallbackEmergingBonusNot counted
FailedModular llms.txt per product areaEmergingBonusNot counted
FailedMarkdown alternate linkEmergingBonusNot counted
FailedMarkdown agent docsEmergingNot counted
FailedBot-UA markdown servingEmergingBonusNot counted
PassedListed on skills.shEmergingNot counted
PassedSkills.sh skill qualityEmergingNot counted
PassedCode fence validityEmergingNot counted
Couldn’t checkAgent instruction / when-to-useRequiredNot counted
Couldn’t checkContent behind authRecommendedNot counted
Not applicableAgent Skills index conformance (v0.2.0)EmergingBonusNot counted
Not applicableMarkdown frontmatter metadataEmergingNot counted

/03Usability16 / 4017 Failed2 Partly5 Passed

FailedOAuth 2.0 supportRequired0 / 5
FailedScoped permissionsRecommended0 / 5
FailedOAuth Protected Resource metadata (RFC 9728)RequiredBonus0 / 2
Failedauth.md existsRequiredBonus0 / 2
Failedauth.md structureRecommendedBonus0 / 2
FailedAgent auth discovery metadataRecommendedBonus0 / 3
FailedAgent auth WWW-Authenticate hintRecommendedBonus0 / 1
Failedagent_auth endpoints reachableRecommendedBonus0 / 2
FailedMCP server / manifestRequired0 / 6
FailedRate limit response headersRecommended0 / 2
FailedIdempotency-Key supportRecommended0 / 3
FailedREST typed error modelRecommended0 / 3
FailedREST async-job patternRecommended0 / 2
FailedSandbox / test environmentRecommendedBonus0 / 2
FailedREST batch / bulk endpointRecommendedBonus0 / 2
FailedAPI schema complexity analysisRecommended0 / 2
FailedFunction calling compatibilityRecommended0 / 2
PartlyAgent onboarding frictionRecommended1 / 2
PartlyAgent-friendly 404sRecommended1 / 2
PassedPublic API with reachable endpointsRequired7 / 7
PassedJSON error responsesRequired4 / 4
PassedCLI tool availableRecommended3 / 3
PassedAccessible document structureRecommendedBonus3 / 3
PassedAccessible names on controlsRecommendedBonus2 / 2

38 checks not in the score

FailedWeb Bot Auth directoryEmergingBonusNot counted
FailedNLWeb /ask endpointEmergingNot counted
FailedNLWeb streaming supportEmergingNot counted
Couldn’t checkWebMCP supportRequiredNot counted
Couldn’t checkREST versioning / deprecation policyRecommendedNot counted
Couldn’t checkMulti-language SDK packagesRecommendedNot counted
Couldn’t checkProduct + docs MCP coverageRecommendedBonusNot counted
Couldn’t checkNative interactive controlsRecommendedBonusNot counted
Couldn’t checkForm control labelingRecommendedBonusNot counted
Couldn’t checkAccessibility-tree injection safety (bonus)RecommendedBonusNot counted
Couldn’t checkA2UI / generative UI supportEmergingNot counted
Not applicableMCP tool descriptionsRecommendedBonusNot counted
Not applicableMCP parameter schemasRecommendedBonusNot counted
Not applicableMCP server identityRecommendedBonusNot counted
Not applicableMCP tool listingRecommendedBonusNot counted
Not applicableMCP tool namingRecommendedBonusNot counted
Not applicableMCP auth mechanismRecommendedBonusNot counted
Not applicableMCP OAuth metadataRecommendedBonusNot counted
Not applicableMCP PKCE S256 supportRecommendedBonusNot counted
Not applicableauth.md walkthrough simulationRecommendedBonusNot counted
Not applicableMCP error handlingRecommendedBonusNot counted
Not applicableMCP modern transportRecommendedBonusNot counted
Not applicableREST pagination patternRecommendedNot counted
Not applicableREST response schema coverageRecommendedNot counted
Not applicableMCP tool annotationsRecommendedBonusNot counted
Not applicableMCP server-card.jsonRecommendedBonusNot counted
Not applicableMCP resources exposedRecommendedNot counted
Not applicableGraphQL typed error modelRecommendedNot counted
Not applicableGraphQL versioning / deprecation policyRecommendedNot counted
Not applicableGraphQL pagination patternRecommendedNot counted
Not applicableGraphQL async-job patternRecommendedNot counted
Not applicableGraphQL schema description coverageRecommendedBonusNot counted
Not applicableGraphQL batch mutationsRecommendedBonusNot counted
Not applicableMCP Apps supportRecommendedNot counted
Not applicableMCP Apps UI qualityRecommendedBonusNot counted
Not applicableMCP App view reachableRecommendedNot counted
Not applicableMCP App view CSPRecommendedNot counted
Not applicableMCP resource qualityRecommendedNot counted

/04PaymentsNo check applied6 Partly

PartlyMPP payment protocolRequiredBonus0 / 2
Partlyx402 payment protocolRequiredBonus0 / 2
PartlyUCP - Universal Commerce ProtocolRequiredBonus0 / 3
PartlyACP - Agentic Commerce ProtocolRequiredBonus0 / 3
PartlyACP delegate paymentRecommendedBonus0 / 3
PartlyAP2 - Agent Payments ProtocolRecommendedBonus0 / 3

databricks.com

Where the score comes from

Every check

See what each check found, and how to fix it

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