AI Agent Analytics
Qué hace este MCP
Provides privacy-minimized analytics on AI-agent discovery, engagement, relationships, delivery, settled revenue, instrumentation, and commerce readiness.
Herramientas
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Maximum relationship rows to return, 1 through 200 inclusive. Defaults to 100 when omitted.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'agents'], 'properties': {'agents': {'type': 'object', 'required': ['schema_version', 'property_id', 'generated_at', 'returned_relationships', 'result_limit', 'summary', 'relationships', 'integrity'], 'properties': {'summary': {'type': 'object', 'required': ['observed_relationships', 'confirmed_relationships', 'probable_relationships', 'repeat_relationships', 'paying_relationships', 'delivered_relationships'], 'properties': {'paying_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'repeat_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Deprecated compatibility alias for returning_relationships.'}, 'observed_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'probable_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'confirmed_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'delivered_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'returning_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Actors observed on 2+ distinct property days.'}, 'repeat_purchase_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Actors linked to 2+ distinct settled receipts.'}, 'repeated_invocation_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Actors with 2+ invocation events, including same-day repeated calls.'}}, 'description': 'Summary over returned relationships, not all historical actors.', 'additionalProperties': {}}, 'integrity': {'type': 'object', 'required': ['identity_model', 'unknown_external_excluded', 'invasive_fingerprinting', 'summary_scope', 'note'], 'properties': {'note': {'type': 'string'}, 'summary_scope': {'type': 'string'}, 'identity_model': {'type': 'string'}, 'invasive_fingerprinting': {'type': 'boolean'}, 'unknown_external_excluded': {'type': 'boolean'}}, 'additionalProperties': {}}, 'property_id': {'type': ['string', 'null'], 'description': 'Product/property ID.'}, 'generated_at': {'type': 'string', 'description': 'UTC generation timestamp.'}, 'result_limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Applied relationship-row limit.'}, 'relationships': {'type': 'array', 'items': {'type': 'object', 'required': ['actor_id', 'display_id', 'traffic_class', 'confidence', 'first_seen_at', 'last_seen_at', 'invocation_count', 'settled_receipts', 'delivered_receipts', 'repeat', 'relationship_state'], 'properties': {'repeat': {'type': 'boolean', 'description': 'Deprecated compatibility alias for return_visit.'}, 'actor_id': {'type': 'string', 'description': 'Pseudonymous stable actor identifier.'}, 'confidence': {'enum': ['confirmed', 'probable'], 'type': 'string', 'description': 'Evidence confidence.'}, 'display_id': {'type': 'string', 'description': 'Short privacy-safe display identifier.'}, 'last_seen_at': {'type': ['string', 'null']}, 'return_visit': {'type': 'boolean'}, 'first_seen_at': {'type': ['string', 'null']}, 'traffic_class': {'type': 'string', 'description': 'Evidence classification for this observed actor.'}, 'repeat_purchase': {'type': 'boolean'}, 'invocation_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'settled_receipts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'delivered_receipts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'observed_day_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'relationship_state': {'type': 'string', 'description': 'Observed relationship state, such as engaged_agent or delivered_customer.'}, 'repeated_invocations': {'type': 'boolean'}}, 'additionalProperties': {}}, 'description': 'Most recently observed countable-external agent relationships.'}, 'schema_version': {'type': 'string', 'description': 'Agent-relationships schema version.'}, 'returned_relationships': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Rows returned after the requested limit.'}}, 'additionalProperties': {}}, 'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'attention'], 'properties': {'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}, 'attention': {'type': 'object', 'required': ['schema', 'property_id', 'generated_at', 'thresholds', 'incidents', 'summary', 'resolution_model', 'integrity'], 'properties': {'schema': {'type': 'string'}, 'summary': {'type': 'object', 'required': ['open', 'high', 'medium', 'top_incident_id'], 'properties': {'high': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'open': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'medium': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'top_incident_id': {'type': ['string', 'null']}}, 'additionalProperties': {}}, 'incidents': {'type': 'array', 'items': {'type': 'object', 'required': ['incident_id', 'type', 'severity', 'title', 'condition', 'resolution_state', 'first_occurrence_at', 'last_occurrence_at', 'evidence_references', 'explanation', 'next_safe_action'], 'properties': {'type': {'enum': ['settled_delivery_unconfirmed', 'repeated_authenticated_ingestion_rejections', 'payment_reconciliation_review'], 'type': 'string'}, 'title': {'type': 'string'}, 'severity': {'enum': ['high', 'medium', 'low'], 'type': 'string'}, 'condition': {'type': 'string'}, 'explanation': {'type': 'string'}, 'incident_id': {'type': 'string', 'description': 'Stable pseudonymous incident identifier.'}, 'next_safe_action': {'type': 'string'}, 'resolution_state': {'enum': ['open'], 'type': 'string'}, 'last_occurrence_at': {'type': ['string', 'null']}, 'evidence_references': {'type': 'array', 'items': {'type': 'object', 'required': ['type', 'reference', 'facts'], 'properties': {'type': {'type': 'string'}, 'facts': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}, 'reference': {'type': ['string', 'null']}}, 'additionalProperties': {}}}, 'first_occurrence_at': {'type': ['string', 'null']}}, 'additionalProperties': {}}}, 'integrity': {'type': 'object', 'required': ['payment_write_authority', 'unconfirmed_is_not_failed', 'no_automatic_charge_retry', 'no_automatic_refund', 'no_external_notification'], 'properties': {'no_automatic_refund': {'type': 'boolean'}, 'payment_write_authority': {'type': 'boolean'}, 'no_external_notification': {'type': 'boolean'}, 'no_automatic_charge_retry': {'type': 'boolean'}, 'unconfirmed_is_not_failed': {'type': 'boolean'}}, 'additionalProperties': {}}, 'thresholds': {'type': 'object', 'required': ['settled_delivery_review_seconds', 'unresolved_payment_review_seconds', 'same_day_rejection_review_count', 'thresholds_are_review_triggers_not_slas'], 'properties': {'same_day_rejection_review_count': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'settled_delivery_review_seconds': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'unresolved_payment_review_seconds': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'thresholds_are_review_triggers_not_slas': {'type': 'boolean'}}, 'additionalProperties': {}}, 'property_id': {'type': ['string', 'null']}, 'generated_at': {'type': 'string', 'description': 'UTC generation timestamp.'}, 'resolution_model': {'type': 'object', 'required': ['active_conditions_only', 'resolved_history_persisted', 'note'], 'properties': {'note': {'type': 'string'}, 'active_conditions_only': {'type': 'boolean'}, 'resolved_history_persisted': {'type': 'boolean'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'days': {'type': 'integer', 'maximum': 90, 'minimum': 1, 'description': 'Diagnostic lookback length in whole days, 1 through 90 inclusive. Defaults to 30 when omitted.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'health'], 'properties': {'health': {'type': 'object', 'required': ['schema_version', 'property_id', 'generated_at', 'state', 'event_schema', 'window', 'freshness', 'credentials', 'verification', 'observed_traffic', 'stage_coverage', 'unobserved_stages', 'rejected_event_telemetry', 'integrity'], 'properties': {'state': {'type': 'string', 'description': 'credential_missing, awaiting_first_event, or receiving.'}, 'window': {'type': 'object', 'required': ['lookback_days', 'accepted_events'], 'properties': {'lookback_days': {'type': 'integer', 'maximum': 90, 'minimum': 1}, 'accepted_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'freshness': {'type': 'object', 'required': ['last_accepted_event_at', 'seconds_since_last_accepted_event'], 'properties': {'last_accepted_event_at': {'type': ['string', 'null']}, 'seconds_since_last_accepted_event': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, {'type': 'null'}]}}, 'additionalProperties': {}}, 'integrity': {'type': 'object', 'required': ['coverage_model', 'absence_is_not_proof_of_missing_instrumentation', 'note'], 'properties': {'note': {'type': 'string'}, 'coverage_model': {'type': 'string'}, 'absence_is_not_proof_of_missing_instrumentation': {'type': 'boolean'}}, 'additionalProperties': {}}, 'credentials': {'type': 'object', 'required': ['total', 'active', 'revoked', 'latest_created_at', 'write_credential_available'], 'properties': {'total': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'active': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'revoked': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'latest_created_at': {'type': ['string', 'null']}, 'write_credential_available': {'type': 'boolean'}}, 'description': 'Credential counts only; secret values are never returned.', 'additionalProperties': {}}, 'property_id': {'type': ['string', 'null'], 'description': 'Product/property ID.'}, 'event_schema': {'type': 'string', 'description': 'Accepted Agent Analytics ingestion event schema version.'}, 'generated_at': {'type': 'string', 'description': 'UTC generation timestamp.'}, 'verification': {'type': 'object', 'required': ['customer_test_events', 'setup_event_observed'], 'properties': {'customer_test_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'setup_event_observed': {'type': 'boolean'}}, 'additionalProperties': {}}, 'schema_version': {'type': 'string', 'description': 'Connection-health schema version.'}, 'stage_coverage': {'type': 'object', 'description': 'Per-funnel-stage observed event coverage.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'object', 'required': ['observed', 'event_count'], 'properties': {'observed': {'type': 'boolean'}, 'event_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}}, 'observed_traffic': {'type': 'object', 'required': ['countable_external_events', 'unknown_external_events', 'synthetic_or_internal_events'], 'properties': {'unknown_external_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'countable_external_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'synthetic_or_internal_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'unobserved_stages': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Stages with zero observed events; absence is not proof of broken instrumentation.'}, 'rejected_event_telemetry': {'type': 'object', 'required': ['available', 'rejected_events', 'last_rejected_at', 'reasons'], 'properties': {'reasons': {'type': 'array', 'items': {'type': 'object', 'required': ['endpoint', 'reason', 'rejected_count', 'last_rejected_at'], 'properties': {'reason': {'type': 'string'}, 'endpoint': {'type': 'string'}, 'rejected_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'last_rejected_at': {'type': ['string', 'null']}}, 'additionalProperties': {}}}, 'available': {'type': 'boolean'}, 'rejected_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'last_rejected_at': {'type': ['string', 'null']}}, 'additionalProperties': {}}}, 'additionalProperties': {}}, 'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'day': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Product-local calendar day as YYYY-MM-DD. Omit to read the current product-local day, with live-pulse fallback when the finalized daily pulse is not ready.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'pulse'], 'properties': {'pulse': {'type': 'object', 'required': ['schema_version', 'day', 'generated_at', 'state', 'time_zone'], 'properties': {'day': {'type': ['string', 'null'], 'description': 'Product-local YYYY-MM-DD day represented by this pulse.'}, 'state': {'type': 'string', 'description': 'Pulse state such as ready, live_partial, or unavailable.'}, 'metrics': {'anyOf': [{'type': 'object', 'required': ['real_agents', 'paid_intent', 'conversion', 'agent_revenue', 'successful_delivery', 'repeat_agents'], 'properties': {'conversion': {'type': 'object', 'required': ['converted_agents', 'intent_agents', 'rate'], 'properties': {'rate': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'intent_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'converted_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'paid_intent': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Countable-external actors with paid-intent evidence.'}, 'real_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Countable-external pseudonymous actors.'}, 'agent_revenue': {'type': 'object', 'description': 'Settled minor-unit amounts keyed by an exact currency/asset/network identity; unlike money is never combined.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}, 'repeat_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Same pseudonymous actor observed on at least two distinct observed days.'}, 'returning_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'repeat_purchasers': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'successful_delivery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'repeated_invocation_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'integrity': {'type': 'object', 'properties': {'note': {'type': 'string'}, 'synthetic_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unknown_external_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'source_completeness_proven': {'type': 'boolean'}, 'strict_external_settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unclassified_settled_commerce': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Evidence-quality and exclusion details.', 'additionalProperties': {}}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for the product-local day.'}, 'confidence': {'type': 'string', 'description': 'Evidence confidence label.'}, 'generated_at': {'type': 'string', 'description': 'UTC timestamp when the pulse was generated.'}, 'what_happened': {'type': 'string', 'description': 'Evidence-grounded activity summary.'}, 'schema_version': {'type': 'string', 'description': 'Daily Pulse schema version.'}, 'live_window_end': {'type': 'string', 'description': 'End of the partial live window when state is live_partial.'}, 'observed_funnel': {'anyOf': [{'type': 'object', 'required': ['discovery', 'evaluation', 'free_or_preflight_invocations', 'paid_operation_invocations', 'eligibility_accepted', 'eligibility_rejected', 'payment_challenges', 'payment_attempts', 'settlements', 'paid_deliveries'], 'properties': {'discovery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evaluation': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_deliveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_attempts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_challenges': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_accepted': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_rejected': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_operation_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'free_or_preflight_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Observed event counts by canonical commerce-funnel stage.', 'additionalProperties': {}}, {'type': 'null'}]}, 'live_window_start': {'type': 'string', 'description': 'Start of the partial live window when state is live_partial.'}, 'biggest_opportunity': {'type': 'string', 'description': 'Largest observed opportunity or next useful observation.'}, 'strict_external_funnel': {'anyOf': [{'type': 'object', 'required': ['discovery', 'evaluation', 'free_or_preflight_invocations', 'paid_operation_invocations', 'eligibility_accepted', 'eligibility_rejected', 'payment_challenges', 'payment_attempts', 'settlements', 'paid_deliveries'], 'properties': {'discovery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evaluation': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_deliveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_attempts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_challenges': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_accepted': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_rejected': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_operation_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'free_or_preflight_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Observed event counts by canonical commerce-funnel stage.', 'additionalProperties': {}}, {'type': 'null'}]}}, 'additionalProperties': {}}, 'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'days': {'type': 'integer', 'maximum': 90, 'minimum': 1, 'description': 'Lookback length in whole days, 1 through 90 inclusive. Defaults to 30 when omitted.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'discovery'], 'properties': {'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}, 'discovery': {'type': 'object', 'required': ['schema_version', 'property_id', 'generated_at', 'window', 'summary', 'sources', 'integrity'], 'properties': {'window': {'type': 'object', 'required': ['start', 'end', 'lookback_days', 'current_day_partial'], 'properties': {'end': {'type': 'string', 'description': 'UTC end of the discovery lookback.'}, 'start': {'type': 'string', 'description': 'UTC start of the discovery lookback.'}, 'lookback_days': {'type': 'integer', 'maximum': 90, 'minimum': 1, 'description': 'Requested trailing-day count.'}, 'current_day_partial': {'type': 'boolean', 'description': 'True because the current day may still be in progress.'}}, 'additionalProperties': {}}, 'sources': {'type': 'array', 'items': {'type': 'object', 'required': ['source', 'label', 'source_class', 'discoveries', 'qualified_discoveries', 'unresolved_external', 'infrastructure', 'synthetic_or_internal', 'average_confidence', 'identified_agents', 'evaluated_agents', 'paying_agents', 'evaluation_rate', 'paying_rate'], 'properties': {'label': {'type': 'string', 'description': 'Human-readable source label.'}, 'source': {'type': 'string', 'description': 'Normalized observed discovery source.'}, 'discoveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paying_rate': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'source_class': {'type': 'string', 'description': 'Evidence class such as qualified_external or infrastructure.'}, 'paying_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'infrastructure': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evaluation_rate': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'evaluated_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'identified_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'average_confidence': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'unresolved_external': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'qualified_discoveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'synthetic_or_internal': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'description': 'Per-source discovery and linked relationship evidence.'}, 'summary': {'type': 'object', 'required': ['qualified_discoveries', 'unresolved_external_discoveries', 'infrastructure_discoveries', 'synthetic_or_internal_discoveries', 'identified_agents', 'countable_evaluations', 'source_linked_evaluations', 'unattributed_countable_evaluations', 'unknown_external_evaluations'], 'properties': {'identified_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'countable_evaluations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'qualified_discoveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'source_linked_evaluations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'infrastructure_discoveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unknown_external_evaluations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unresolved_external_discoveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'synthetic_or_internal_discoveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unattributed_countable_evaluations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Discovery totals kept separate by evidence class.', 'additionalProperties': {}}, 'integrity': {'type': 'object', 'required': ['source_attribution_model', 'registry_directory_infrastructure_not_real_agents', 'unknown_external_not_promoted', 'historical_source_backfill', 'note'], 'properties': {'note': {'type': 'string'}, 'source_attribution_model': {'type': 'string'}, 'historical_source_backfill': {'type': 'boolean'}, 'unknown_external_not_promoted': {'type': 'boolean'}, 'registry_directory_infrastructure_not_real_agents': {'type': 'boolean'}}, 'additionalProperties': {}}, 'property_id': {'type': ['string', 'null'], 'description': 'Product/property ID.'}, 'generated_at': {'type': 'string', 'description': 'UTC end of the observed discovery window.'}, 'schema_version': {'type': 'string', 'description': 'Discovery-intelligence schema version.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'day': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Product-local calendar day as YYYY-MM-DD. Omit to inspect the current product-local day.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'evidence'], 'properties': {'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}, 'evidence': {'type': 'object', 'required': ['schema_version', 'property_id', 'day', 'time_zone', 'generated_at', 'window', 'metrics', 'stage_evidence', 'exclusions', 'integrity'], 'properties': {'day': {'type': ['string', 'null']}, 'state': {'type': 'string', 'description': 'Present when evidence is unavailable.'}, 'window': {'type': 'object', 'required': ['start', 'end', 'full_property_day_observed'], 'properties': {'end': {'type': ['string', 'null']}, 'start': {'type': ['string', 'null']}, 'full_property_day_observed': {'type': 'boolean'}}, 'additionalProperties': {}}, 'blocker': {'type': 'string', 'description': 'Explicit reason evidence is unavailable.'}, 'metrics': {'anyOf': [{'type': 'object', 'required': ['real_agents', 'paid_intent', 'conversion', 'agent_revenue', 'successful_delivery', 'repeat_agents'], 'properties': {'conversion': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string'}, 'value': {'type': 'object', 'required': ['converted_agents', 'intent_agents', 'rate'], 'properties': {'rate': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'intent_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'converted_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'evidence': {'type': 'array', 'items': {'type': 'object', 'required': ['actor', 'confidence', 'invocation_count', 'intent_seen', 'conversion_seen', 'first_seen_at', 'last_seen_at'], 'properties': {'actor': {'type': 'string', 'description': 'Masked pseudonymous actor label.'}, 'confidence': {'enum': ['confirmed', 'probable'], 'type': 'string'}, 'intent_seen': {'type': 'boolean'}, 'last_seen_at': {'type': ['string', 'null']}, 'first_seen_at': {'type': ['string', 'null']}, 'conversion_seen': {'type': 'boolean'}, 'invocation_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}}}, 'additionalProperties': {}}, 'paid_intent': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'real_agents': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'agent_revenue': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'object', 'description': 'Settled minor-unit amounts keyed by an exact currency/asset/network identity; unlike money is never combined.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'repeat_agents': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'successful_delivery': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'integrity': {'type': 'object', 'required': ['raw_payloads_exposed', 'full_receipt_ids_exposed', 'actor_ids_are_pseudonymous', 'unknown_external_promoted'], 'properties': {'note': {'type': 'string'}, 'raw_payloads_exposed': {'type': 'boolean'}, 'full_receipt_ids_exposed': {'type': 'boolean'}, 'unknown_external_promoted': {'type': 'boolean'}, 'actor_ids_are_pseudonymous': {'type': 'boolean'}}, 'additionalProperties': {}}, 'time_zone': {'type': 'string'}, 'exclusions': {'anyOf': [{'type': 'object', 'required': ['unknown_external_events', 'synthetic_or_internal_events', 'registry_directory_events'], 'properties': {'unknown_external_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'registry_directory_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'synthetic_or_internal_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'property_id': {'type': ['string', 'null']}, 'generated_at': {'type': 'string', 'description': 'UTC generation timestamp.'}, 'schema_version': {'type': 'string', 'description': 'Evidence-inspector schema version.'}, 'stage_evidence': {'type': 'object', 'description': 'Aggregate evidence by canonical funnel stage.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'object', 'required': ['stage', 'observed_events', 'countable_external', 'unknown_external', 'synthetic_or_internal', 'outcomes'], 'properties': {'stage': {'type': 'string'}, 'outcomes': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'number'}}, 'observed_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unknown_external': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'countable_external': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'synthetic_or_internal': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}}, 'retention_evidence': {'type': 'object', 'required': ['repeated_invocation_agents', 'repeat_agents', 'repeat_purchasers', 'historical_retention_before_property_day_baseline'], 'properties': {'repeat_agents': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'repeat_purchasers': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'repeated_invocation_agents': {'type': 'object', 'required': ['value', 'evidence', 'rule'], 'properties': {'rule': {'type': 'string', 'description': 'Deterministic counting rule.'}, 'value': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidence': {'type': 'array', 'items': {}, 'description': 'Privacy-minimized evidence rows supporting the metric.'}}, 'additionalProperties': {}}, 'historical_retention_before_property_day_baseline': {'type': 'string'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}, 'description': 'This tool takes no parameters.', 'additionalProperties': False}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'organization', 'portfolio'], 'properties': {'schema': {'type': 'string', 'description': 'Delegated portfolio response schema identifier.'}, 'portfolio': {'type': 'object', 'required': ['schema_version', 'generated_at', 'state', 'products_total', 'products_with_activity', 'metrics', 'story', 'products', 'integrity'], 'properties': {'state': {'type': 'string', 'description': 'Portfolio aggregation state; currently live_partial for live views.'}, 'story': {'type': 'string', 'description': 'Plain-language summary derived only from observed portfolio evidence.'}, 'metrics': {'type': 'object', 'required': ['real_agent_signals', 'paid_intent', 'converted_agent_signals', 'successful_delivery', 'repeat_agent_signals', 'agent_revenue'], 'properties': {'paid_intent': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Sum of property-level paid-intent counts.'}, 'agent_revenue': {'type': 'object', 'description': 'Settled minor-unit amounts keyed by an exact currency/asset/network identity; unlike money is never combined.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}, 'real_agent_signals': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Sum of property-level Real Agent counts; not cross-product unique actors.'}, 'successful_delivery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Count of successful paid deliveries across products.'}, 'repeat_agent_signals': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Sum of property-level repeat-agent signals.'}, 'converted_agent_signals': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Sum of property-level converted-agent signals.'}}, 'additionalProperties': {}}, 'products': {'type': 'array', 'items': {'type': 'object', 'required': ['property_id', 'name', 'state', 'day', 'time_zone', 'what_happened', 'biggest_opportunity', 'confidence', 'metrics', 'observed_funnel', 'unresolved_external_events', 'has_activity'], 'properties': {'day': {'type': ['string', 'null'], 'description': 'Product-local day when available.'}, 'name': {'type': 'string', 'description': 'Display name.'}, 'state': {'type': 'string', 'description': 'Pulse availability state.'}, 'metrics': {'type': 'object', 'required': ['real_agents', 'paid_intent', 'converted_agents', 'successful_delivery', 'repeat_agents', 'agent_revenue'], 'properties': {'paid_intent': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'real_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'agent_revenue': {'type': 'object', 'description': 'Settled minor-unit amounts keyed by an exact currency/asset/network identity; unlike money is never combined.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}, 'repeat_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Same pseudonymous actor observed on at least two distinct observed days.'}, 'converted_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'successful_delivery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Six product-level machine-customer metrics.', 'additionalProperties': {}}, 'time_zone': {'type': 'string', 'description': 'Product IANA time zone.'}, 'confidence': {'type': 'string', 'description': 'Evidence confidence label.'}, 'property_id': {'type': 'string', 'description': 'Product/property ID.'}, 'has_activity': {'type': 'boolean', 'description': 'Whether any meaningful observed activity is present.'}, 'what_happened': {'type': 'string', 'description': 'Evidence-grounded activity summary.'}, 'observed_funnel': {'type': 'object', 'description': 'Observed funnel event counts by stage.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'number'}}, 'biggest_opportunity': {'type': 'string', 'description': 'Largest evidence-backed opportunity or next observation.'}, 'unresolved_external_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'External events not promoted into verified agent metrics.'}}, 'additionalProperties': {}}, 'description': 'Per-product pulse summaries.'}, 'integrity': {'type': 'object', 'required': ['cross_property_actor_deduplication', 'real_agent_semantics', 'repeat_agent_semantics', 'revenue_semantics'], 'properties': {'revenue_semantics': {'type': 'string'}, 'real_agent_semantics': {'type': 'string'}, 'repeat_agent_semantics': {'type': 'string'}, 'cross_property_actor_deduplication': {'type': 'boolean', 'description': 'False: the same actor may appear in more than one product.'}}, 'description': 'Important interpretation limits for portfolio aggregation.', 'additionalProperties': {}}, 'generated_at': {'type': 'string', 'description': 'UTC timestamp when this portfolio view was generated.'}, 'products_total': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Number of active products included.'}, 'schema_version': {'type': 'string', 'description': 'Portfolio Pulse schema version.'}, 'products_with_activity': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Products with observed activity in the current pulse.'}}, 'additionalProperties': {}}, 'organization': {'type': 'object', 'required': ['id', 'name'], 'properties': {'id': {'type': 'string', 'description': 'Authorized organization ID selected by the bearer token.'}, 'name': {'type': 'string', 'description': 'Authorized organization name.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id', 'start', 'end'], 'properties': {'end': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Required UTC calendar end date as YYYY-MM-DD, exclusive. Must be after start and no more than 31 UTC days later.'}, 'start': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Required UTC calendar start date as YYYY-MM-DD, inclusive.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'report'], 'properties': {'report': {'type': 'object', 'required': ['schema_version', 'measurement_type', 'coverage_assurance', 'window_start', 'window_end', 'generated_at', 'coverage', 'metrics', 'observed_funnel', 'strict_external_funnel', 'diagnostic'], 'properties': {'blocker': {'type': 'string', 'description': 'Reason the requested report is unavailable.'}, 'metrics': {'anyOf': [{'type': 'object', 'required': ['real_agents', 'paid_intent', 'conversion', 'agent_revenue', 'successful_delivery', 'repeat_agents'], 'properties': {'conversion': {'type': 'object', 'required': ['converted_agents', 'intent_agents', 'rate'], 'properties': {'rate': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'intent_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'converted_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'paid_intent': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Countable-external actors with paid-intent evidence.'}, 'real_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Countable-external pseudonymous actors.'}, 'agent_revenue': {'type': 'object', 'description': 'Settled minor-unit amounts keyed by an exact currency/asset/network identity; unlike money is never combined.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}, 'repeat_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Same pseudonymous actor observed on at least two distinct observed days.'}, 'returning_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'repeat_purchasers': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'successful_delivery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'repeated_invocation_agents': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'coverage': {'anyOf': [{'type': 'object', 'required': ['first_seen_at', 'last_seen_at'], 'properties': {'last_seen_at': {'type': ['string', 'null']}, 'first_seen_at': {'type': ['string', 'null']}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'integrity': {'type': 'object', 'required': ['synthetic_events', 'unknown_external_events', 'unclassified_settled_commerce', 'strict_external_settlements', 'actor_identity_evidence_present', 'source_completeness_proven', 'note'], 'properties': {'note': {'type': 'string'}, 'synthetic_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unknown_external_events': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'source_completeness_proven': {'type': 'boolean'}, 'strict_external_settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unclassified_settled_commerce': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'actor_identity_evidence_present': {'type': 'boolean'}}, 'additionalProperties': {}}, 'diagnostic': {'anyOf': [{'type': 'object', 'required': ['evidence_level', 'from_stage', 'to_stage', 'from_count', 'to_count', 'lost'], 'properties': {'lost': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'to_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'to_stage': {'type': 'string'}, 'from_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'from_stage': {'type': 'string'}, 'evidence_level': {'type': 'string'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'window_end': {'type': 'string', 'description': 'Exclusive UTC report-window end.'}, 'property_id': {'type': 'string', 'description': 'Product/property ID when report evidence is available.'}, 'generated_at': {'type': 'string', 'description': 'UTC generation timestamp.'}, 'window_start': {'type': 'string', 'description': 'Inclusive UTC report-window start.'}, 'schema_version': {'type': 'string', 'description': 'Report schema version.'}, 'observed_funnel': {'anyOf': [{'type': 'object', 'required': ['discovery', 'evaluation', 'free_or_preflight_invocations', 'paid_operation_invocations', 'eligibility_accepted', 'eligibility_rejected', 'payment_challenges', 'payment_attempts', 'settlements', 'paid_deliveries'], 'properties': {'discovery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evaluation': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_deliveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_attempts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_challenges': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_accepted': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_rejected': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_operation_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'free_or_preflight_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Observed event counts by canonical commerce-funnel stage.', 'additionalProperties': {}}, {'type': 'null'}]}, 'measurement_type': {'type': 'string', 'description': 'observed_utc_day_window or unavailable.'}, 'coverage_assurance': {'type': 'string', 'description': 'Evidence-coverage assurance label.'}, 'strict_external_funnel': {'anyOf': [{'type': 'object', 'required': ['discovery', 'evaluation', 'free_or_preflight_invocations', 'paid_operation_invocations', 'eligibility_accepted', 'eligibility_rejected', 'payment_challenges', 'payment_attempts', 'settlements', 'paid_deliveries'], 'properties': {'discovery': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evaluation': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_deliveries': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_attempts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_challenges': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_accepted': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'eligibility_rejected': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'paid_operation_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'free_or_preflight_invocations': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Observed event counts by canonical commerce-funnel stage.', 'additionalProperties': {}}, {'type': 'null'}]}}, 'additionalProperties': {}}, 'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'days': {'type': 'integer', 'maximum': 90, 'minimum': 1, 'description': 'Lookback length in whole days, 1 through 90 inclusive. Defaults to 30 when omitted.'}, 'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'revenue'], 'properties': {'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}, 'revenue': {'type': 'object', 'required': ['schema_version', 'property_id', 'generated_at', 'window', 'funnel', 'revenue_buckets', 'settled_receipts', 'settled_with_delivery_evidence', 'delivery_evidence_rate', 'unknown_external_settlements', 'largest_observed_dropoff', 'integrity'], 'properties': {'funnel': {'type': 'object', 'required': ['found', 'interested', 'payment_challenges', 'payment_attempts', 'settled', 'delivered', 'returned'], 'properties': {'found': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'settled': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'returned': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'delivered': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'interested': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_attempts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'payment_challenges': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'description': 'Countable-external observed stage events; not unique customers.', 'additionalProperties': {}}, 'window': {'type': 'object', 'required': ['start', 'end', 'lookback_days', 'current_day_partial'], 'properties': {'end': {'type': 'string', 'description': 'UTC end of the revenue lookback.'}, 'start': {'type': 'string', 'description': 'UTC start of the revenue lookback.'}, 'lookback_days': {'type': 'integer', 'maximum': 90, 'minimum': 1}, 'current_day_partial': {'type': 'boolean'}}, 'additionalProperties': {}}, 'integrity': {'type': 'object', 'required': ['strict_external_only', 'unknown_external_revenue_excluded', 'unlike_money_not_combined', 'funnel_unit', 'source_completeness_proven', 'note'], 'properties': {'note': {'type': 'string'}, 'funnel_unit': {'type': 'string'}, 'strict_external_only': {'type': 'boolean'}, 'unlike_money_not_combined': {'type': 'boolean'}, 'source_completeness_proven': {'type': 'boolean'}, 'unknown_external_revenue_excluded': {'type': 'boolean'}}, 'additionalProperties': {}}, 'property_id': {'type': ['string', 'null'], 'description': 'Product/property ID.'}, 'generated_at': {'type': 'string', 'description': 'UTC end of the observed revenue window.'}, 'schema_version': {'type': 'string', 'description': 'Revenue-intelligence schema version.'}, 'revenue_buckets': {'type': 'object', 'description': 'Settled minor-unit amounts keyed by an exact currency/asset/network identity; unlike money is never combined.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}, 'settled_receipts': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'delivery_evidence_rate': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}]}, 'largest_observed_dropoff': {'anyOf': [{'type': 'object', 'required': ['evidence_level', 'from_stage', 'to_stage', 'from_count', 'to_count', 'lost'], 'properties': {'lost': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'to_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'to_stage': {'type': 'string'}, 'from_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'from_stage': {'type': 'string'}, 'evidence_level': {'type': 'string'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'unknown_external_settlements': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0, 'description': 'Settlements excluded from verified revenue because actor evidence is unresolved.'}, 'settled_with_delivery_evidence': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}, 'description': 'This tool takes no parameters.', 'additionalProperties': False}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'products'], 'properties': {'schema': {'type': 'string', 'description': 'Response schema identifier.'}, 'products': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'name', 'status', 'time_zone', 'created_at'], 'properties': {'id': {'type': 'string', 'description': 'Stable product/property ID to pass as product_id to product-scoped tools.'}, 'name': {'type': 'string', 'description': 'Customer-visible product name.'}, 'status': {'type': 'string', 'description': 'Current product state.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local daily metrics.'}, 'created_at': {'type': 'string', 'description': 'UTC ISO-8601 product creation timestamp.'}}, 'additionalProperties': {}}, 'description': 'Active products visible to this authorization.'}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri', 'description': 'Any public HTTPS URL on the product host. Only its scheme and host are used; path, query, and fragment are ignored. Custom ports, embedded credentials, IP literals, localhost/private-style hostnames, and non-public A/AAAA answers are rejected.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'target', 'observed_at', 'summary', 'checks', 'gaps', 'integrity'], 'properties': {'gaps': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Evidence-based follow-up gaps; absence is not proof a capability does not exist.'}, 'checks': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'standard', 'url', 'status', 'http_status'], 'properties': {'id': {'type': 'string', 'description': 'Fixed machine-surface identifier.'}, 'url': {'type': 'string', 'description': 'Exact public URL inspected.'}, 'error': {'type': 'string', 'description': 'Bounded scanner error classification when applicable.'}, 'status': {'type': 'string', 'description': 'Observed status such as present, protected, absent, invalid, redirected, or unavailable.'}, 'evidence': {'type': 'object', 'description': 'Small public evidence summary for this surface.', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}, 'standard': {'type': 'string', 'description': 'Protocol or convention being checked.'}, 'http_status': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}], 'description': 'Observed HTTP status when a response was received.'}}, 'additionalProperties': {}}, 'description': 'Results for the fixed public surfaces; no user-supplied paths are fetched.'}, 'schema': {'type': 'string', 'description': 'Readiness-scan schema identifier.'}, 'target': {'type': 'object', 'required': ['origin', 'hostname'], 'properties': {'origin': {'type': 'string', 'description': 'Normalized public HTTPS origin that was inspected.'}, 'hostname': {'type': 'string', 'description': 'Normalized public hostname that passed syntax and DNS preflight checks.'}}, 'additionalProperties': {}}, 'summary': {'type': 'object', 'required': ['machine_interface_observed', 'mcp', 'openapi', 'llms_txt', 'security_txt', 'oauth_protected_resource_metadata', 'portable_skill_index', 'payment_or_commercial_surface_declared'], 'properties': {'mcp': {'type': 'string', 'description': 'Observed MCP state such as present, protected, absent, invalid, or unavailable.'}, 'openapi': {'type': 'string', 'description': 'Observed OpenAPI state.'}, 'llms_txt': {'type': 'string', 'description': 'Observed llms.txt state.'}, 'security_txt': {'type': 'string', 'description': 'Observed security.txt state.'}, 'portable_skill_index': {'type': 'string', 'description': 'Observed portable-skill index state.'}, 'machine_interface_observed': {'type': 'boolean', 'description': 'Whether at least one public machine interface was directly observed.'}, 'oauth_protected_resource_metadata': {'type': 'string', 'description': 'Whether RFC 9728 metadata was observed for a protected MCP.'}, 'payment_or_commercial_surface_declared': {'type': 'boolean', 'description': 'Whether public OpenAPI evidence declares a payment or commercial surface.'}}, 'additionalProperties': {}}, 'integrity': {'type': 'object', 'required': ['security_score_assigned', 'redirects_followed', 'credentials_sent', 'user_supplied_paths_fetched', 'fixed_public_surfaces_only', 'direct_ip_and_private_style_targets_rejected', 'dns_a_aaaa_preflight_verified_public', 'dns_rebinding_fully_eliminated', 'response_body_limit_bytes', 'note'], 'properties': {'note': {'type': 'string'}, 'credentials_sent': {'type': 'boolean'}, 'redirects_followed': {'type': 'boolean'}, 'security_score_assigned': {'type': 'boolean'}, 'response_body_limit_bytes': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'fixed_public_surfaces_only': {'type': 'boolean'}, 'user_supplied_paths_fetched': {'type': 'boolean'}, 'dns_rebinding_fully_eliminated': {'type': 'boolean'}, 'dns_a_aaaa_preflight_verified_public': {'type': 'boolean'}, 'direct_ip_and_private_style_targets_rejected': {'type': 'boolean'}}, 'description': 'Scanner safety properties and explicit limitations.', 'additionalProperties': {}}, 'observed_at': {'type': 'string', 'description': 'UTC scan timestamp.'}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['product_id'], 'properties': {'product_id': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{1,160}$', 'description': 'Exact AI Agent Analytics product/property ID returned by list_products. Do not pass a product name, URL, or organization ID.'}}}
Esquema de salida
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['schema', 'product', 'validation'], 'properties': {'schema': {'type': 'string', 'description': 'Delegated response schema identifier.'}, 'product': {'type': 'object', 'required': ['id', 'name', 'time_zone'], 'properties': {'id': {'type': 'string', 'description': 'Tenant-checked product/property ID.'}, 'name': {'type': 'string', 'description': 'Product name.'}, 'time_zone': {'type': 'string', 'description': 'IANA time zone used for product-local interpretation.'}}, 'additionalProperties': {}}, 'validation': {'type': 'object', 'required': ['schema', 'verified', 'state', 'checks', 'verified_scope', 'commercial_path_verification', 'not_verified_by_this_check', 'next', 'integrity'], 'properties': {'next': {'type': 'string', 'description': 'Next recommended setup action.'}, 'state': {'enum': ['verified', 'not_yet_verified'], 'type': 'string'}, 'checks': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'passed', 'evidence'], 'properties': {'id': {'type': 'string', 'description': 'Stable check identifier.'}, 'passed': {'type': 'boolean'}, 'evidence': {'type': 'string', 'description': 'Human-readable evidence for the check result.'}}, 'additionalProperties': {}}}, 'schema': {'type': 'string', 'description': 'Installation-validation schema identifier.'}, 'verified': {'type': 'boolean', 'description': 'True only when all setup-plumbing checks pass.'}, 'integrity': {'type': 'object', 'required': ['no_payment_required', 'customer_test_never_counts_as_real_agent', 'absence_of_a_business_stage_is_not_treated_as_broken_instrumentation', 'no_synthetic_production_activity_created_by_validation'], 'properties': {'no_payment_required': {'type': 'boolean'}, 'customer_test_never_counts_as_real_agent': {'type': 'boolean'}, 'no_synthetic_production_activity_created_by_validation': {'type': 'boolean'}, 'absence_of_a_business_stage_is_not_treated_as_broken_instrumentation': {'type': 'boolean'}}, 'additionalProperties': {}}, 'verified_scope': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Claims actually verified by this check.'}, 'not_verified_by_this_check': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Commercial or behavioral claims this check explicitly does not prove.'}, 'commercial_path_verification': {'type': 'object', 'required': ['schema', 'generated_at', 'lookback_days', 'evidence_basis', 'overall_state', 'stages', 'summary', 'sandbox_integration_evidence_observed', 'external_sandbox_run_performed_by_this_check', 'fixture_coverage', 'limitations'], 'properties': {'schema': {'type': 'string'}, 'stages': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'object', 'required': ['status', 'evidence_type', 'evidence', 'remediation'], 'properties': {'status': {'enum': ['verified', 'failed', 'untested', 'not_applicable'], 'type': 'string'}, 'evidence': {'type': 'string'}, 'remediation': {'type': ['string', 'null']}, 'evidence_type': {'type': 'string'}}, 'additionalProperties': {}}}, 'summary': {'type': 'object', 'required': ['verified', 'failed', 'untested', 'not_applicable'], 'properties': {'failed': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'untested': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'verified': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'not_applicable': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': {}}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'generated_at': {'type': ['string', 'null']}, 'lookback_days': {'type': 'integer', 'maximum': 90, 'minimum': 1}, 'overall_state': {'enum': ['verified_in_sandbox', 'partially_verified', 'untested', 'attention_required'], 'type': 'string'}, 'evidence_basis': {'type': 'string'}, 'fixture_coverage': {'type': 'object', 'required': ['status', 'stages', 'does_not_prove_sandbox_or_production_readiness'], 'properties': {'stages': {'type': 'array', 'items': {'type': 'string'}}, 'status': {'type': 'string'}, 'does_not_prove_sandbox_or_production_readiness': {'type': 'boolean'}}, 'additionalProperties': {}}, 'sandbox_integration_evidence_observed': {'type': 'boolean'}, 'external_sandbox_run_performed_by_this_check': {'type': 'boolean'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}}, 'additionalProperties': {}}
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