Agent readiness report

MongoDB

Cloud Infrastructure

60/ 100

CFair

Rank: #10 of 12
In its category: #5 of 6 in Cloud Infrastructure
Last 7 days: New
Scanned: Oct 12, 2026

What the scan found

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

Where the score comes from

/01Discovery19/ 20Can an agent find you?
/02Access22/ 30Can an agent read you?
/03Usability13/ 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: 26
Checks to fix: 38
Not in the score: 61

/01Discovery19 / 202 Failed5 Passed

FailedARD discoveryRequired0 / 1
FailedAI Catalog discoveryRecommendedBonus0 / 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

8 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 applicableARD entry validityRecommendedBonusNot counted
Not applicableARD trust manifestRecommendedBonusNot counted
Not applicableListed in MCP registriesRecommendedNot counted
Not applicableRegistry brandingEmergingNot counted

/02Access22 / 309 Failed3 Partly15 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
FailedSchema type breadthRecommended0 / 2
FailedOpenAPI spec publishedRequired0 / 7
FailedAPI catalog (RFC 9727)RequiredBonus0 / 2
FailedMarkdown content negotiation (acceptmarkdown.com)RecommendedBonus0 / 1
PartlyContent without JavaScriptRequired2 / 3
PartlyOrganization schema completenessRecommended1 / 2
PartlyTrust anchor pagesRequired1 / 2
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
PassedMetadata completenessRequired2 / 2
Passedllms.txt links resolveRecommended2 / 2
PassedRedirect hygieneRecommended1 / 1
PassedPage token budgetRecommended1 / 1
PassedDeveloper portalRecommended6 / 6
PassedAgent crawler reachabilityRecommended2 / 2

15 checks not in the score

FailedAgent Skills index conformance (v0.2.0)EmergingBonusNot counted
FailedNLWeb Schema FeedsEmergingNot counted
FailedAgent mode viewEmergingBonusNot counted
FailedMarkdown URL fallbackEmergingBonusNot counted
FailedMarkdown alternate linkEmergingBonusNot counted
FailedMarkdown agent docsEmergingNot counted
FailedBot-UA markdown servingEmergingBonusNot counted
PassedListed on skills.shEmergingNot counted
Passedpricing.md existsEmergingNot counted
PassedModular llms.txt per product areaEmergingBonusNot 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 applicableMarkdown frontmatter metadataEmergingNot counted

/03Usability13 / 4016 Failed2 Partly6 Passed

FailedScoped permissionsRecommended0 / 5
Failedauth.md existsRequiredBonus0 / 2
Failedauth.md structureRecommendedBonus0 / 2
Failedagent_auth endpoints reachableRecommendedBonus0 / 2
FailedMCP server / manifestRequired0 / 6
FailedWebMCP supportRequired0 / 5
FailedRate limit response headersRecommended0 / 2
FailedIdempotency-Key supportRecommended0 / 3
FailedJSON error responsesRequired0 / 4
FailedREST typed error modelRecommended0 / 3
FailedREST async-job patternRecommended0 / 2
FailedSandbox / test environmentRecommendedBonus0 / 2
FailedREST batch / bulk endpointRecommendedBonus0 / 2
FailedAccessible document structureRecommendedBonus0 / 3
FailedAPI schema complexity analysisRecommended0 / 2
FailedFunction calling compatibilityRecommended0 / 2
PartlyAgent auth discovery metadataRecommendedBonus1 / 3
PartlyAgent-friendly 404sRecommended1 / 2
PassedOAuth 2.0 supportRequired5 / 5
PassedAgent onboarding frictionRecommended2 / 2
PassedOAuth Protected Resource metadata (RFC 9728)RequiredBonus2 / 2
PassedAgent auth WWW-Authenticate hintRecommendedBonus1 / 1
PassedCLI tool availableRecommended3 / 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 checkPublic API with reachable endpointsRequiredNot 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

MongoDB

Where the score comes from

Every check

See what each check found, and how to fix it

An agent is going to use your product.What will it experience?