AUTO411 Vehicle Intelligence
Qué hace este MCP
Resolves vehicle identities and provides specifications, efficiency, fitment, recalls, complaints, investigations, and safety data.
Herramientas
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'vin': {'type': 'string', 'maxLength': 17, 'minLength': 17, 'description': 'Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.'}, 'make': {'type': 'string', 'minLength': 1, 'description': 'Vehicle make. Required with year and model when VIN is not provided.'}, 'trim': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known trim.'}, 'year': {'type': 'integer', 'maximum': 2100, 'minimum': 1900, 'description': 'Model year. Required with make and model when VIN is not provided.'}, 'model': {'type': 'string', 'minLength': 1, 'description': 'Customer-facing model family. Required with year and make when VIN is not provided.'}, 'engine': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known engine.'}, 'drivetrain': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known drivetrain.'}, 'configuration_id': {'type': 'integer', 'maximum': 9007199254740991, 'description': 'AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.', 'exclusiveMinimum': 0}}}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resolution_status', 'agent_instruction'], 'properties': {'error': {'type': 'object', 'required': ['code'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}, 'retryable': {'type': 'boolean'}}, 'additionalProperties': {}}, 'choices': {'type': 'array', 'items': {'type': 'object', 'required': ['configuration_id'], 'properties': {'trim': {'type': ['string', 'null']}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}}, 'conflicts': {'type': 'array', 'items': {}}, 'candidates': {'type': 'array', 'items': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}, 'efficiency': {'anyOf': [{'type': 'object', 'properties': {'city_mpg': {'type': 'number'}, 'city_mpge': {'type': 'number'}, 'fuel_type': {'type': 'string'}, 'highway_mpg': {'type': 'number'}, 'combined_mpg': {'type': 'number'}, 'highway_mpge': {'type': 'number'}, 'combined_mpge': {'type': 'number'}, 'annual_fuel_cost': {'type': 'number'}, 'co2_grams_per_mile': {'type': 'number'}, 'electric_range_miles': {'type': 'number'}, 'phev_blended_range_miles': {'type': 'number'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'fact_scope': {'type': 'string'}, 'choice_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completeness': {'type': 'string'}, 'missing_fields': {'type': 'array', 'items': {'type': 'string'}}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': ['number', 'null']}, 'agent_instruction': {'type': 'string'}, 'canonical_vehicle': {'anyOf': [{'type': 'object', 'properties': {'make': {'type': 'string'}, 'trim': {'type': ['string', 'null']}, 'year': {'type': ['number', 'string']}, 'model': {'type': 'string'}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'resolution_status': {'enum': ['INVALID_INPUT', 'MATCHED_SINGLE', 'NEEDS_IDENTITY', 'NO_MATCH', 'UNAVAILABLE', 'SOURCE_UNAVAILABLE'], 'type': 'string'}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'vin': {'type': 'string', 'maxLength': 17, 'minLength': 17, 'description': 'Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.'}, 'make': {'type': 'string', 'minLength': 1, 'description': 'Vehicle make. Required with year and model when VIN is not provided.'}, 'trim': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known trim.'}, 'year': {'type': 'integer', 'maximum': 2100, 'minimum': 1900, 'description': 'Model year. Required with make and model when VIN is not provided.'}, 'model': {'type': 'string', 'minLength': 1, 'description': 'Customer-facing model family. Required with year and make when VIN is not provided.'}, 'engine': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known engine.'}, 'drivetrain': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known drivetrain.'}, 'configuration_id': {'type': 'integer', 'maximum': 9007199254740991, 'description': 'AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.', 'exclusiveMinimum': 0}}}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resolution_status', 'agent_instruction'], 'properties': {'error': {'type': 'object', 'required': ['code'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}, 'retryable': {'type': 'boolean'}}, 'additionalProperties': {}}, 'choices': {'type': 'array', 'items': {'type': 'object', 'required': ['configuration_id'], 'properties': {'trim': {'type': ['string', 'null']}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}}, 'fitment': {'type': 'object', 'properties': {'tires': {'type': 'object', 'properties': {'facts': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}, 'status': {'type': 'string'}, 'values': {'type': 'array', 'items': {}, 'description': 'Available normalized OEM tire-size values.'}, 'evidence': {'type': 'object', 'properties': {'fact_scope': {'type': 'string'}, 'evidence_status': {'type': 'string'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}, 'bolt_pattern': {'type': 'object', 'properties': {'facts': {'type': 'object', 'properties': {'offset': {'type': 'string', 'description': 'Wheel offset or range when individually unambiguous.'}, 'center_bore': {'type': 'string', 'description': 'Center bore when individually unambiguous.'}, 'thread_size': {'type': 'string', 'description': 'Thread or lug size when individually unambiguous.'}, 'bolt_pattern': {'type': 'string', 'description': 'Normalized wheel bolt pattern / PCD.'}}, 'additionalProperties': {}}, 'status': {'type': 'string'}, 'values': {'type': 'array', 'items': {}}, 'evidence': {'type': 'object', 'properties': {'fact_scope': {'type': 'string'}, 'evidence_status': {'type': 'string'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}}, 'additionalProperties': {}}, 'conflicts': {'type': 'array', 'items': {}}, 'fact_scope': {'type': 'string'}, 'choice_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completeness': {'type': 'string'}, 'missing_fields': {'type': 'array', 'items': {'type': 'string'}}, 'evidence_status': {'type': 'string'}, 'policy_withheld': {'type': 'array', 'items': {'type': 'object', 'required': ['category', 'policy_state'], 'properties': {'category': {'type': 'string'}, 'policy_state': {'type': 'string'}}, 'additionalProperties': {}}}, 'configuration_id': {'type': ['number', 'null']}, 'agent_instruction': {'type': 'string'}, 'canonical_vehicle': {'anyOf': [{'type': 'object', 'properties': {'make': {'type': 'string'}, 'trim': {'type': ['string', 'null']}, 'year': {'type': ['number', 'string']}, 'model': {'type': 'string'}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'resolution_status': {'enum': ['INVALID_INPUT', 'MATCHED_SINGLE', 'NEEDS_IDENTITY', 'NO_MATCH', 'UNAVAILABLE', 'SOURCE_UNAVAILABLE'], 'type': 'string'}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'vin': {'type': 'string', 'maxLength': 17, 'minLength': 17, 'description': 'Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.'}, 'make': {'type': 'string', 'minLength': 1, 'description': 'Vehicle make. Required with year and model when VIN is not provided.'}, 'trim': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known trim.'}, 'year': {'type': 'integer', 'maximum': 2100, 'minimum': 1900, 'description': 'Model year. Required with make and model when VIN is not provided.'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Maximum records per safety category'}, 'model': {'type': 'string', 'minLength': 1, 'description': 'Customer-facing model family. Required with year and make when VIN is not provided.'}, 'engine': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known engine.'}, 'drivetrain': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known drivetrain.'}, 'configuration_id': {'type': 'integer', 'maximum': 9007199254740991, 'description': 'AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.', 'exclusiveMinimum': 0}}}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resolution_status', 'agent_instruction'], 'properties': {'error': {'type': 'object', 'required': ['code'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}, 'retryable': {'type': 'boolean'}}, 'additionalProperties': {}}, 'safety': {'type': 'object', 'properties': {'recalls': {'type': 'object', 'properties': {'count': {'type': 'number'}, 'scope': {'type': 'string'}, 'status': {'type': 'string'}, 'records': {'type': 'array', 'items': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}, 'freshness': {}, 'completeness': {'type': 'string'}}, 'additionalProperties': {}}, 'complaints': {'type': 'object', 'properties': {'count': {'type': 'number'}, 'scope': {'type': 'string'}, 'status': {'type': 'string'}, 'records': {'type': 'array', 'items': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}, 'freshness': {}, 'completeness': {'type': 'string'}}, 'additionalProperties': {}}, 'communications': {'type': 'object', 'properties': {'count': {'type': 'number'}, 'scope': {'type': 'string'}, 'status': {'type': 'string'}, 'records': {'type': 'array', 'items': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}, 'freshness': {}, 'completeness': {'type': 'string'}}, 'additionalProperties': {}}, 'investigations': {'type': 'object', 'properties': {'count': {'type': 'number'}, 'scope': {'type': 'string'}, 'status': {'type': 'string'}, 'records': {'type': 'array', 'items': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}, 'freshness': {}, 'completeness': {'type': 'string'}}, 'additionalProperties': {}}, 'safety_ratings': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}, 'additionalProperties': {}}, 'choices': {'type': 'array', 'items': {'type': 'object', 'required': ['configuration_id'], 'properties': {'trim': {'type': ['string', 'null']}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}}, 'conflicts': {'type': 'array', 'items': {}}, 'fact_scope': {'type': 'string'}, 'choice_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completeness': {'type': 'string'}, 'source_errors': {'type': 'array', 'items': {'type': 'object', 'required': ['source', 'code'], 'properties': {'code': {'type': 'string'}, 'source': {'type': 'string'}}, 'additionalProperties': False}}, 'missing_fields': {'type': 'array', 'items': {'type': 'string'}}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': ['number', 'null']}, 'agent_instruction': {'type': 'string'}, 'canonical_vehicle': {'anyOf': [{'type': 'object', 'properties': {'make': {'type': 'string'}, 'trim': {'type': ['string', 'null']}, 'year': {'type': ['number', 'string']}, 'model': {'type': 'string'}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'resolution_status': {'enum': ['INVALID_INPUT', 'MATCHED_SINGLE', 'NEEDS_IDENTITY', 'NO_MATCH', 'UNAVAILABLE', 'SOURCE_UNAVAILABLE'], 'type': 'string'}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'vin': {'type': 'string', 'maxLength': 17, 'minLength': 17, 'description': 'Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.'}, 'make': {'type': 'string', 'minLength': 1, 'description': 'Vehicle make. Required with year and model when VIN is not provided.'}, 'trim': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known trim.'}, 'year': {'type': 'integer', 'maximum': 2100, 'minimum': 1900, 'description': 'Model year. Required with make and model when VIN is not provided.'}, 'model': {'type': 'string', 'minLength': 1, 'description': 'Customer-facing model family. Required with year and make when VIN is not provided.'}, 'engine': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known engine.'}, 'drivetrain': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known drivetrain.'}, 'configuration_id': {'type': 'integer', 'maximum': 9007199254740991, 'description': 'AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.', 'exclusiveMinimum': 0}}}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resolution_status', 'agent_instruction'], 'properties': {'error': {'type': 'object', 'required': ['code'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}, 'retryable': {'type': 'boolean'}}, 'additionalProperties': {}}, 'choices': {'type': 'array', 'items': {'type': 'object', 'required': ['configuration_id'], 'properties': {'trim': {'type': ['string', 'null']}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}}, 'conflicts': {'type': 'array', 'items': {}}, 'fact_scope': {'type': 'string'}, 'choice_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completeness': {'type': 'string'}, 'missing_fields': {'type': 'array', 'items': {'type': 'string'}}, 'specifications': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'object', 'properties': {'facts': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}, 'status': {'type': 'string'}, 'values': {'type': 'array', 'items': {}}, 'evidence': {'type': 'object', 'properties': {'fact_scope': {'type': 'string'}, 'evidence_status': {'type': 'string'}}, 'additionalProperties': {}}}, 'additionalProperties': {}}}, 'evidence_status': {'type': 'string'}, 'policy_withheld': {'type': 'array', 'items': {'type': 'object', 'required': ['category', 'policy_state'], 'properties': {'category': {'type': 'string'}, 'policy_state': {'type': 'string'}}, 'additionalProperties': {}}}, 'configuration_id': {'type': ['number', 'null']}, 'agent_instruction': {'type': 'string'}, 'canonical_vehicle': {'anyOf': [{'type': 'object', 'properties': {'make': {'type': 'string'}, 'trim': {'type': ['string', 'null']}, 'year': {'type': ['number', 'string']}, 'model': {'type': 'string'}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'resolution_status': {'enum': ['INVALID_INPUT', 'MATCHED_SINGLE', 'NEEDS_IDENTITY', 'NO_MATCH', 'UNAVAILABLE', 'SOURCE_UNAVAILABLE'], 'type': 'string'}}, 'additionalProperties': {}}
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'vin': {'type': 'string', 'maxLength': 17, 'minLength': 17, 'description': 'Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.'}, 'make': {'type': 'string', 'minLength': 1, 'description': 'Vehicle make. Required with year and model when VIN is not provided.'}, 'trim': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known trim.'}, 'year': {'type': 'integer', 'maximum': 2100, 'minimum': 1900, 'description': 'Model year. Required with make and model when VIN is not provided.'}, 'model': {'type': 'string', 'minLength': 1, 'description': 'Customer-facing model family. Required with year and make when VIN is not provided.'}, 'engine': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known engine.'}, 'drivetrain': {'type': 'string', 'description': 'Optional identity refinement. Use only an explicitly known drivetrain.'}, 'configuration_id': {'type': 'integer', 'maximum': 9007199254740991, 'description': 'AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.', 'exclusiveMinimum': 0}}}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resolution_status', 'agent_instruction'], 'properties': {'error': {'type': 'object', 'required': ['code'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}, 'retryable': {'type': 'boolean'}}, 'additionalProperties': {}}, 'choices': {'type': 'array', 'items': {'type': 'object', 'required': ['configuration_id'], 'properties': {'trim': {'type': ['string', 'null']}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}}, 'conflicts': {'type': 'array', 'items': {}}, 'fact_scope': {'type': 'string'}, 'choice_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completeness': {'type': 'string'}, 'missing_fields': {'type': 'array', 'items': {'type': 'string'}}, 'evidence_status': {'type': 'string'}, 'configuration_id': {'type': ['number', 'null']}, 'agent_instruction': {'type': 'string'}, 'canonical_vehicle': {'anyOf': [{'type': 'object', 'properties': {'make': {'type': 'string'}, 'trim': {'type': ['string', 'null']}, 'year': {'type': ['number', 'string']}, 'model': {'type': 'string'}, 'engine': {'type': ['string', 'null']}, 'identity': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': ['string', 'number', 'boolean', 'null']}}, 'drivetrain': {'type': ['string', 'null']}, 'generation': {'type': ['string', 'null']}, 'configuration_id': {'type': 'number'}}, 'additionalProperties': {}}, {'type': 'null'}]}, 'resolution_status': {'enum': ['INVALID_INPUT', 'MATCHED_SINGLE', 'NEEDS_IDENTITY', 'NO_MATCH', 'UNAVAILABLE', 'SOURCE_UNAVAILABLE'], 'type': 'string'}}, 'additionalProperties': {}}
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