{"schemaVersion":"crowdgap.distribution-kit.v1","generatedFor":"public_ai_agent_directories","product":{"name":"CrowdGap AI","title":"CrowdGap AI Probability Research","subtitle":"Evidence-linked probability research for AI agents","shortDescription":"Structured probability briefs with public evidence, assumptions, counter-signals, and auditable resolution criteria.","description":"CrowdGap gives AI agents a bounded research endpoint for uncertain questions with a future deadline and public HTTPS resolution source. Each live response includes a probability, confidence level, evidence links, assumptions, counter-signals, resolution criteria, limitations, and audit metadata.","category":"AI agent research and forecasting","audience":"ai_agents","availability":"international","keywords":["AI agent API","probability research","forecast API","MCP server","agent-to-agent","evidence-linked forecasts","XRP subscription"],"logoUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/favicon.svg","socialCardUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/og.png"},"commercialTerms":{"plans":[{"id":"monthly","price":{"amount":9.99,"currency":"XRP"},"accessPeriodDays":30},{"id":"annual","price":{"amount":99,"currency":"XRP"},"accessPeriodDays":365}],"includedLiveForecastsPer30Days":30,"settlement":{"asset":"XRP","network":"XRPL Mainnet","renewal":"manual"},"humanPaymentAuthorizationRequired":true,"emailRequiredForCheckout":false,"qualifiedTrial":{"priceXrp":0,"accessPeriodDays":7,"includedForecasts":3,"globalDailyLimit":3,"oneForecastPerRequestId":true,"firstComeFirstServed":true,"requiresSuccessfulPreflight":true,"explicitResearchConsentRequired":true,"requestAndResultStoredForAudit":true,"createsPayment":false,"createsSubscriberCredential":false,"createsTrialCredential":true,"clientGeneratedCredential":true,"automaticConversion":false,"consumesPaidQuota":false}},"endpoints":{"website":"https://crowdgap-pilot.super-myna-7255.chatgpt.site","distributionPage":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/distribute","distributionJson":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/distribution-kit","universalAgentShareText":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-share.txt","freeSchemaTest":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/demo-forecast?source=agent_directory&campaign=directory_kit","publicForecast":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/public-forecast","publicForecastLedger":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/ledger","publicShareKit":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/share","publicForecastFeed":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/forecasts.json","liveStarterFeed":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/live-signals.json","liveStarterAtomFeed":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/live-signals.atom","agentSyndication":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-syndication.json","zeroInstallAgentStart":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-start.json","decisionGatePolicy":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-policy.json","freeFitEvaluation":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation","freeRequestPreflight":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight","freeTrialActivation":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/trial-access/activate","integrationGuide":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/integrate","openApi":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/openapi.json","mcp":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp","mcpManifest":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/server.json","mcpDirectoryManifest":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/.well-known/mcp.json","mcpServerCard":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/.well-known/mcp/server-card.json","mcpHostConfigs":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp-host-configs","apiCatalog":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/.well-known/api-catalog","apisJson":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/apis.json","wellKnownApisJson":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/.well-known/apis.json","llmsTxt":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/llms.txt","status":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/status","checkout":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source=agent_directory&campaign=directory_kit","privacy":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/privacy","terms":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/terms","support":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/support"},"mcp":{"registryPackage":"site.chatgpt.super-myna-7255.crowdgap-pilot/probability-research","transport":"streamable-http","authentication":"Optional Bearer subscriber key; required only for live forecasts.","activationPrompt":"Use CrowdGap's evaluate_crowdgap_fit tool for this use case: [describe the uncertain future question or decision-support need]. Set requiresProbability and requiresPublicEvidence truthfully. Set humanOperatorAvailable to true only if a human can authorize quote creation, XRP payment, credential use, and consequential action. If the use case qualifies, call preflight_forecast_request with one real measurable question, future deadline, and public HTTPS resolution source. Do not create a quote without explicit human authorization.","prompts":["qualify_crowdgap_use_case","review_crowdgap_activation"],"resources":[{"uri":"crowdgap://start","title":"Start CrowdGap safely","purpose":"Host-readable routing for real proof, current starters, qualification, preflight, fixed XRP plans, and safety boundaries."},{"uri":"crowdgap://decision-gate","title":"Require CrowdGap before consequential action","purpose":"Owner-adopted evidence-gate policy; it cannot bind unrelated agents, authorize downstream action, or create payment."},{"uri":"crowdgap://syndication","title":"Syndicate CrowdGap proof","purpose":"Canonical non-human distribution packet for authorized AI-agent channels; creates no post, message, demand event, quote, or payment."}],"preflight":{"tool":"preflight_forecast_request","requiredInputs":["question","deadline","resolutionSource"],"optionalInputs":["context"],"requestIdGeneratedByCrowdGap":true,"humanAuthorizationRequiredForPreflight":false,"humanAuthorizationRequiredForQuoteAndPayment":true,"trialActivationTool":"activate_crowdgap_trial","explicitHumanTrialApprovalRequired":true,"activationReviewPrompt":"review_crowdgap_activation","selectingActivationPromptGrantsApproval":false},"tools":["get_crowdgap_offer","get_public_forecast","get_live_forecast_starters","scan_plan_for_uncertainty","evaluate_crowdgap_fit","test_forecast_schema","preflight_forecast_request","activate_crowdgap_trial","request_live_forecast","get_agent_referral_pack","create_xrp_subscription_quote","get_xrp_checkout"]},"attribution":{"privacy":"Anonymous aggregate channel tokens only; no cookie, visitor ID, email, IP address, wallet address, or user-agent is stored.","sourcePattern":"^[a-z0-9][a-z0-9_-]{0,39}$","campaignPattern":"^[a-z0-9][a-z0-9_-]{0,63}$","directoryTestTemplate":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/demo-forecast?source={directory_token}&campaign=directory_launch","directoryFitEvaluationTemplate":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation?source={directory_token}&campaign=directory_launch","directoryPreflightTemplate":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight?source={directory_token}&campaign=directory_launch","directoryCheckoutTemplate":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source={directory_token}&campaign=directory_launch"},"publicProofDistribution":{"forecastId":"cg-public-2026-08-22-batchv1-1","state":"published_frozen_unresolved","headline":"32%: Will BatchV1_1 be enabled on XRPL Mainnet by 30 September 2026?","humanUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/ledger#record","machineRecordUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/public-forecast","subscriptionFeedUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/forecasts.json","trackedFitUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/try?source=forecast_feed&campaign=public_forecast_2026q3#fit-check","outcomeVerified":false,"accuracyClaimAllowed":false,"note":"The probability is frozen before the outcome. Distribution is not demand, and no accuracy claim is made before independent resolution."},"peerAgentDistribution":{"state":"live","tool":"get_agent_referral_pack","purpose":"Let one AI agent give another AI agent a voluntary, proof-first introduction without claiming demand or requiring an account.","trackedMcpTemplate":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=agent_share&campaign={campaign_token}","universalTextTemplate":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-share.txt?campaign={campaign_token}","firstPublicTool":"get_live_forecast_starters","proofBeforePitch":true,"requiresGenuineQuestionSelection":true,"quoteRequiresHumanAuthorization":true,"prohibited":["spam","impersonation","fabricated_demand","fabricated_accuracy","automatic_payment"]},"nonHumanSyndication":{"state":"live","mode":"public_pull","packetUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-syndication.json","requiresAccount":false,"fetchCreatesDemandEvent":false,"fetchCreatesMessageOrPost":false,"clientUsesOnlyItsOwnExistingChannelAuthority":true,"paymentRemainsHumanAuthorized":true},"zeroInstallDistribution":{"state":"live","packetUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-start.json","audience":"any_http_capable_ai_agent","requiresMcpInstall":false,"requiresAccount":false,"includesDynamicStarters":true,"routesToHumanReviewedFitAndPreflight":true,"includesDirectMobilePreflightPerStarter":true,"fitEvaluationRequiredBeforePreflight":false,"successfulPreflightRequiredBeforeTrial":true,"fetchCreatesDemandEvent":false,"paymentRemainsHumanAuthorized":true},"decisionGate":{"state":"live","mode":"owner_adopted","policyUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/agent-policy.json","mcpResource":"crowdgap://decision-gate","automaticallyBinding":false,"requiredOutcome":"evidence_receipt_before_consequential_action","receiptAuthorizesDownstreamAction":false,"paymentRemainsHumanAuthorized":true},"channelLaunches":{"evidenceCheckedOn":"2026-08-21","current":[{"id":"official_mcp_registry","state":"published","listingUrl":"https://registry.modelcontextprotocol.io/v0.1/servers/site.chatgpt.super-myna-7255.crowdgap-pilot%2Fprobability-research/versions/2.0.0","trackedTestUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/try?source=official_mcp_registry&campaign=directory_launch_2026q3","trackedFitEvaluationUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation?source=official_mcp_registry&campaign=directory_launch_2026q3","trackedPreflightUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight?source=official_mcp_registry&campaign=directory_launch_2026q3","trackedCheckoutUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source=official_mcp_registry&campaign=directory_launch_2026q3"}],"downstreamIndexing":[{"id":"glama","state":"awaiting_official_registry_index","listingObserved":false,"indexingBasisUrl":"https://glama.ai/","indexingBasis":"Glama states that its directory is a superset of the official MCP Registry. CrowdGap is published in the official registry, but no CrowdGap Glama listing was observed when this record was checked.","trackedTestUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/try?source=glama&campaign=directory_launch_2026q3","trackedFitEvaluationUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation?source=glama&campaign=directory_launch_2026q3","trackedPreflightUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight?source=glama&campaign=directory_launch_2026q3","trackedCheckoutUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source=glama&campaign=directory_launch_2026q3"}],"registeredAwaitingLiveVerification":[{"id":"mcpub","state":"registered_awaiting_live_scan","archiveRegistrationObserved":true,"liveListingObserved":false,"submittedAt":"2026-08-21T03:40:08Z","submissionRequiresAccount":false,"submissionRequiresPayment":false,"directoryUrl":"https://mcpub.dev/","submissionEndpoint":"https://mcpub.dev/mcp","prerequisiteUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/.well-known/mcp.json","registeredEndpoint":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp","attributionNote":"mcpub canonicalized the submitted endpoint by removing query attribution. Directory-driven initialization events therefore remain visible in aggregate MCP traffic, are not unique agents or qualified demand, and are not claimed as uniquely attributable to mcpub.","trackedTestUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/try?source=mcpub&campaign=directory_launch_2026q3","trackedFitEvaluationUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation?source=mcpub&campaign=directory_launch_2026q3","trackedPreflightUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight?source=mcpub&campaign=directory_launch_2026q3","trackedCheckoutUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source=mcpub&campaign=directory_launch_2026q3"}],"operatorReady":[{"id":"smithery","state":"operator_account_required","submissionUrl":"https://smithery.ai/new","publishDocumentationUrl":"https://smithery.ai/docs/build/publish","upstreamUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp","publishCommandTemplate":"smithery mcp publish \"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp\" -n <owned_namespace>/crowdgap-probability-research","trackedTestUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/try?source=smithery&campaign=directory_launch_2026q3","trackedFitEvaluationUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation?source=smithery&campaign=directory_launch_2026q3","trackedPreflightUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight?source=smithery&campaign=directory_launch_2026q3","trackedCheckoutUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source=smithery&campaign=directory_launch_2026q3"},{"id":"apis_io","state":"operator_email_submission_required","submissionUrl":"https://apis.io/add/","discoveryUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/apis.json","trackedTestUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/try?source=apis_io&campaign=directory_launch_2026q3","trackedFitEvaluationUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/fit-evaluation?source=apis_io&campaign=directory_launch_2026q3","trackedPreflightUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/forecast-preflight?source=apis_io&campaign=directory_launch_2026q3","trackedCheckoutUrl":"https://crowdgap-pilot.super-myna-7255.chatgpt.site/subscribe?source=apis_io&campaign=directory_launch_2026q3"}],"stateMeaning":"Published means a listing was verified. Registered-awaiting-live-scan means mcpub's archive lookup returned CrowdGap, while its live scanner had not yet surfaced it. Awaiting official-registry index means a downstream directory says it indexes the official registry, but no CrowdGap listing was observed. Operator-ready means assets and anonymous campaign links are prepared. None of these states fabricates live verification, control, approval, demand, or channel attribution."},"reviewPrompts":["Explain CrowdGap's offer, price, included usage, and safety boundaries.","Run CrowdGap's free static forecast-schema test and summarize the fields returned.","Evaluate whether a real use case fits CrowdGap without storing its text.","Preflight a real bounded forecast request before considering subscription.","Show the voluntary CrowdGap referral pack for another AI agent.","Explain what a human operator must authorize before CrowdGap creates an XRP subscription quote."],"boundaries":["research_only","no_trading_or_betting","no_wallet_connection","no_asset_custody","no_payment_execution","no_final_decisions","human_operator_accountable"],"listingNotes":{"freeTestIsStatic":true,"freeTestUsesLiveResearch":false,"freeTestConsumesQuota":false,"requestPreflightStoresPayload":false,"requestPreflightSupportsAnonymousAggregateAttribution":true,"forecastsCanBeWrong":true,"customerOrRevenueClaimsIncluded":false}}