{"jtbd":{"id":"marketing-to-agents","slug":"marketing-to-agents","name":"Marketing to AI Agents (A2A Discovery, MCP & Context Distribution)","shortName":"Marketing to AI agents (A2A)"},"recommended":{"role":"depot_pick","id":"mcp-registry","slug":"mcp-registry","name":"Official MCP Registry","website":"https://registry.modelcontextprotocol.io","editorialOverall":8.17,"scoreKind":"curated_estimate","scoreAsOf":"2026-10-28","price":{"available":false,"unavailableReason":"no_sourced_price","skus":[],"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price"}},"priceComparison":{"skuKind":"none","unit":null,"comparison":"no comparable sourced unit for this job; chat input $/1M and other units were not borrowed","amountLabel":"Matching price","reportsUsdPerMillion":false,"matchedCandidates":0},"cheapestInput":null,"cheapest":null,"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"cheapestGoodEnough":{"band":{"rule":"editorial overall >= Depot Pick overall - 0.5","minOverall":7.67,"pickOverall":8.17,"points":0.5},"pick":null,"reason":"no_matching_sourced_price","cheaperButBelowBand":[]},"dates":{"scoreAsOf":"2026-10-28","scoreKind":"curated_estimate","priceVerifiedAsOf":null,"note":"scoreAsOf is when the editorial score was last set; priceVerifiedAsOf is the newest fact-check of the pick's price rows. They are separate: a fresh price check does not re-score."},"sourcedInputs":[],"pickIsPriceWinner":null,"priceWinnerReason":"no_comparison_no_candidate_has_matching_sourced_price","priceWinnerNote":"Nothing was compared. no comparable sourced unit for this job; chat input $/1M and other units were not borrowed pickIsPriceWinner is null.","excluded":5,"coverage":{"candidates":5,"withAnySourcedRow":0,"withSourcedInputUsdPerMillion":0,"withMatchingPrice":0,"excludedNoSourcedPrice":5,"excludedFromCheapestInput":5},"normalizedUsdPerMillionTokens":null,"normalizationReason":"input_and_output_are_not_blended","seo":{"published":false,"reason":"Only 0 candidate(s) have a matching Matching price (none). Need 3 before a crawlable price section. Quote JSON is still returned."},"skipTopPick":false,"matchedConstraints":[],"unsupportedConstraints":[],"routePlan":{"jtbdId":"marketing-to-agents","primary":{"providerId":"mcp-registry","name":"Official MCP Registry","overall":8.17,"scoreBand":{"low":7.7,"mid":8.2,"high":8.7,"halfWidth":0.5,"basis":"editorial_prior","display":"7.7–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.17,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-28","editorialPriorAsOf":"2026-10-28","role":"primary","reason":"Editorial Depot Pick for Marketing to AI Agents (A2A Discovery, MCP & Context Distribution); healthy/eligible under caller constraints."},"omittedReason":null,"fallback":[{"providerId":"openagora","name":"OpenAgora","overall":8.02,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.02,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-28","editorialPriorAsOf":"2026-10-28","role":"fallback","reason":"Ranked fallback route for Marketing to AI Agents (A2A Discovery, MCP & Context Distribution)."},{"providerId":"pulse-mcp","name":"PulseMCP","overall":7.69,"scoreBand":{"low":7.1,"mid":7.7,"high":8.3,"halfWidth":0.6,"basis":"editorial_prior","display":"7.1–8.3 (editorial prior)"},"scoreLayers":{"editorialPrior":7.69,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-28","editorialPriorAsOf":"2026-10-28","role":"fallback","reason":"Ranked fallback route for Marketing to AI Agents (A2A Discovery, MCP & Context Distribution)."},{"providerId":"glama","name":"Glama","overall":7.62,"scoreBand":{"low":7,"mid":7.6,"high":8.2,"halfWidth":0.6,"basis":"editorial_prior","display":"7.0–8.2 (editorial prior)"},"scoreLayers":{"editorialPrior":7.62,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-28","editorialPriorAsOf":"2026-10-28","role":"fallback","reason":"Ranked fallback route for Marketing to AI Agents (A2A Discovery, MCP & Context Distribution)."},{"providerId":"a2a-registry","name":"A2A Registry (a2a-registry.dev)","overall":7.68,"scoreBand":{"low":7.1,"mid":7.7,"high":8.3,"halfWidth":0.6,"basis":"editorial_prior","display":"7.1–8.3 (editorial prior)"},"scoreLayers":{"editorialPrior":7.68,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-28","editorialPriorAsOf":"2026-10-28","role":"fallback","reason":"Ranked fallback route for Marketing to AI Agents (A2A Discovery, MCP & Context Distribution)."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"mcp-registry","activePrimaryId":"mcp-registry","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":0,"pricingVerifiedAgeDays":0,"editorialPriorAsOf":"2026-10-28","pricingLastVerifiedAt":"2026-10-28"},"confidenceBand":{"low":7.7,"mid":8.2,"high":8.7,"halfWidth":0.5,"basis":"editorial_prior","display":"7.7–8.7 (editorial prior)"},"constraintsApplied":false,"matchedConstraints":[],"unsupportedConstraints":[],"malformedConstraints":[],"conflictingConstraints":[],"constraintDigest":"sha256:eb9d397ca67bcf6889704910eeb3a58796ea2ef5e54fb6289c71f6114f2c67a7","constraintBundle":{"schemaVersion":"agentdepot.constraints.v1","task":null,"jtbd":"marketing-to-agents","constraintsRaw":"","constraintTokens":[],"constraintDigest":"sha256:eb9d397ca67bcf6889704910eeb3a58796ea2ef5e54fb6289c71f6114f2c67a7","matchedConstraints":[],"unsupportedConstraints":[],"malformedConstraints":[],"conflictingConstraints":[],"typedConstraints":[],"quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[],"existingSubscriptions":[],"requiredCapabilities":[],"switchingCost":null}},"freshness_state":"fresh","cite":"Depot Pick for marketing-to-agents: mcp-registry (asOf 2026-10-28). See GET /api/jtbds/marketing-to-agents + GET /api/methodology.","asOf":"2026-10-28","honesty":["Recommended provider is the current Depot Pick from GET /api/decide. This quote does not change scores.","SKU rows come from data/pricing-rows.json via GET /api/pricing. Input and output stay on separate rows.","cheapestInput compares one native unit matching this job; non-token jobs never borrow chat $/1M rates.","pickIsPriceWinner is null when fewer than 2 candidates share a matching sourced unit price."],"links":{"decide":"/api/decide?jtbd=marketing-to-agents","quote":"/api/quote?jtbd=marketing-to-agents","pricing":"/api/pricing?provider=mcp-registry","leaderboardPrice":"/api/leaderboards?jtbd=marketing-to-agents&sort=price","humanPage":"/jtbds/marketing-to-agents#quote","methodology":"/api/methodology"},"sourceConflicts":[],"volumeEstimateHint":"Add &volume=<number> for a plan-level monthly cost (GET /api/estimate?jtbd=marketing-to-agents&workload=...)"}