AUTO411 Vehicle Intelligence
Identity-first automotive intelligence for vehicle resolution, specs, safety and efficiency.
Should I use this
Quality & Safety
A
Findings (3)
- LOWTool 'resolve_vehicle' description lacks action verbin resolve_vehicle
- LOWTool 'get_vehicle_specs' description lacks action verbin get_vehicle_specs
- LOWTool 'get_vehicle_efficiency' description lacks action verbin get_vehicle_efficiency
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~4,735Tokens (tool definitions)
~11.4 KBTypical response size
Significant attention impact (3.70% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"auto411-vehicle-intelligence": {
"url": "https://mcp.411specs.com/mcp"
}
}
}Remote endpoints
https://mcp.411specs.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (5)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢resolve_vehicle(vin, year, make, model, configuration_id, ...)
Use this when identifying a vehicle from a full VIN or from year, make, and model with optional configuration refinements. Returns MATCHED_SINGLE, NEEDS_IDENTITY, or NO_MATCH and never silently chooses among legitimate configurations.
Input Schema
{
"type": "object",
"properties": {
"vin": {
"description": "Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.",
"type": "string",
"minLength": 17,
"maxLength": 17
},
"year": {
"description": "Model year. Required with make and model when VIN is not provided.",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"make": {
"description": "Vehicle make. Required with year and model when VIN is not provided.",
"type": "string",
"minLength": 1
},
"model": {
"description": "Customer-facing model family. Required with year and make when VIN is not provided.",
"type": "string",
"minLength": 1
},
"configuration_id": {
"description": "AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.",
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"trim": {
"description": "Optional identity refinement. Use only an explicitly known trim.",
"type": "string"
},
"engine": {
"description": "Optional identity refinement. Use only an explicitly known engine.",
"type": "string"
},
"drivetrain": {
"description": "Optional identity refinement. Use only an explicitly known drivetrain.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"resolution_status": {
"type": "string",
"enum": [
"INVALID_INPUT",
"MATCHED_SINGLE",
"NEEDS_IDENTITY",
"NO_MATCH",
"UNAVAILABLE",
"SOURCE_UNAVAILABLE"
]
},
"canonical_vehicle": {
"anyOf": [
{
"type": "object",
"properties": {
"year": {
"type": [
"number",
"string"
]
},
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
}
},
"additionalProperties": {}
},
{
"type": "null"
}
]
},
"configuration_id": {
"type": [
"number",
"null"
]
},
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
},
"missing_fields": {
"type": "array",
"items": {
"type": "string"
}
},
"conflicts": {
"type": "array",
"items": {}
},
"completeness": {
"type": "string"
},
"choices": {
"type": "array",
"items": {
"type": "object",
"properties": {
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
},
"evidence_status": {
"type": "string"
}
},
"required": [
"configuration_id"
],
"additionalProperties": {}
}
},
"choice_count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"error": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"message": {
"type": "string"
},
"retryable": {
"type": "boolean"
}
},
"required": [
"code"
],
"additionalProperties": {}
},
"agent_instruction": {
"type": "string"
}
},
"required": [
"resolution_status",
"agent_instruction"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": {}
}🟢get_vehicle_specs(vin, year, make, model, configuration_id, ...)
Use this when engine and powertrain specifications are needed for a vehicle identified by VIN or year, make, and model. Returns normalized supported facts such as engine, displacement, cylinders, horsepower, transmission, drivetrain, and fuel type only after identity resolves safely.
Input Schema
{
"type": "object",
"properties": {
"vin": {
"description": "Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.",
"type": "string",
"minLength": 17,
"maxLength": 17
},
"year": {
"description": "Model year. Required with make and model when VIN is not provided.",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"make": {
"description": "Vehicle make. Required with year and model when VIN is not provided.",
"type": "string",
"minLength": 1
},
"model": {
"description": "Customer-facing model family. Required with year and make when VIN is not provided.",
"type": "string",
"minLength": 1
},
"configuration_id": {
"description": "AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.",
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"trim": {
"description": "Optional identity refinement. Use only an explicitly known trim.",
"type": "string"
},
"engine": {
"description": "Optional identity refinement. Use only an explicitly known engine.",
"type": "string"
},
"drivetrain": {
"description": "Optional identity refinement. Use only an explicitly known drivetrain.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"resolution_status": {
"type": "string",
"enum": [
"INVALID_INPUT",
"MATCHED_SINGLE",
"NEEDS_IDENTITY",
"NO_MATCH",
"UNAVAILABLE",
"SOURCE_UNAVAILABLE"
]
},
"canonical_vehicle": {
"anyOf": [
{
"type": "object",
"properties": {
"year": {
"type": [
"number",
"string"
]
},
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
}
},
"additionalProperties": {}
},
{
"type": "null"
}
]
},
"configuration_id": {
"type": [
"number",
"null"
]
},
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
},
"missing_fields": {
"type": "array",
"items": {
"type": "string"
}
},
"conflicts": {
"type": "array",
"items": {}
},
"completeness": {
"type": "string"
},
"choices": {
"type": "array",
"items": {
"type": "object",
"properties": {
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
},
"evidence_status": {
"type": "string"
}
},
"required": [
"configuration_id"
],
"additionalProperties": {}
}
},
"choice_count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"error": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"message": {
"type": "string"
},
"retryable": {
"type": "boolean"
}
},
"required": [
"code"
],
"additionalProperties": {}
},
"agent_instruction": {
"type": "string"
},
"specifications": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"values": {
"type": "array",
"items": {}
},
"facts": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"evidence": {
"type": "object",
"properties": {
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
}
},
"additionalProperties": {}
}
},
"additionalProperties": {}
}
},
"policy_withheld": {
"type": "array",
"items": {
"type": "object",
"properties": {
"category": {
"type": "string"
},
"policy_state": {
"type": "string"
}
},
"required": [
"category",
"policy_state"
],
"additionalProperties": {}
}
}
},
"required": [
"resolution_status",
"agent_instruction"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": {}
}🟢get_vehicle_fitment(vin, year, make, model, configuration_id, ...)
Use this for wheel and tire fitment after identifying a vehicle by VIN or year, make, and model. Returns available OEM tire sizes, bolt pattern / PCD, center bore, wheel offset, and thread / lug size without guessing through ambiguous configurations.
Input Schema
{
"type": "object",
"properties": {
"vin": {
"description": "Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.",
"type": "string",
"minLength": 17,
"maxLength": 17
},
"year": {
"description": "Model year. Required with make and model when VIN is not provided.",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"make": {
"description": "Vehicle make. Required with year and model when VIN is not provided.",
"type": "string",
"minLength": 1
},
"model": {
"description": "Customer-facing model family. Required with year and make when VIN is not provided.",
"type": "string",
"minLength": 1
},
"configuration_id": {
"description": "AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.",
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"trim": {
"description": "Optional identity refinement. Use only an explicitly known trim.",
"type": "string"
},
"engine": {
"description": "Optional identity refinement. Use only an explicitly known engine.",
"type": "string"
},
"drivetrain": {
"description": "Optional identity refinement. Use only an explicitly known drivetrain.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"resolution_status": {
"type": "string",
"enum": [
"INVALID_INPUT",
"MATCHED_SINGLE",
"NEEDS_IDENTITY",
"NO_MATCH",
"UNAVAILABLE",
"SOURCE_UNAVAILABLE"
]
},
"canonical_vehicle": {
"anyOf": [
{
"type": "object",
"properties": {
"year": {
"type": [
"number",
"string"
]
},
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
}
},
"additionalProperties": {}
},
{
"type": "null"
}
]
},
"configuration_id": {
"type": [
"number",
"null"
]
},
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
},
"missing_fields": {
"type": "array",
"items": {
"type": "string"
}
},
"conflicts": {
"type": "array",
"items": {}
},
"completeness": {
"type": "string"
},
"choices": {
"type": "array",
"items": {
"type": "object",
"properties": {
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
},
"evidence_status": {
"type": "string"
}
},
"required": [
"configuration_id"
],
"additionalProperties": {}
}
},
"choice_count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"error": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"message": {
"type": "string"
},
"retryable": {
"type": "boolean"
}
},
"required": [
"code"
],
"additionalProperties": {}
},
"agent_instruction": {
"type": "string"
},
"fitment": {
"type": "object",
"properties": {
"tires": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"values": {
"description": "Available normalized OEM tire-size values.",
"type": "array",
"items": {}
},
"facts": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"evidence": {
"type": "object",
"properties": {
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
}
},
"additionalProperties": {}
}
},
"additionalProperties": {}
},
"bolt_pattern": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"values": {
"type": "array",
"items": {}
},
"facts": {
"type": "object",
"properties": {
"bolt_pattern": {
"description": "Normalized wheel bolt pattern / PCD.",
"type": "string"
},
"center_bore": {
"description": "Center bore when individually unambiguous.",
"type": "string"
},
"offset": {
"description": "Wheel offset or range when individually unambiguous.",
"type": "string"
},
"thread_size": {
"description": "Thread or lug size when individually unambiguous.",
"type": "string"
}
},
"additionalProperties": {}
},
"evidence": {
"type": "object",
"properties": {
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
}
},
"additionalProperties": {}
}
},
"additionalProperties": {}
}
},
"additionalProperties": {}
},
"policy_withheld": {
"type": "array",
"items": {
"type": "object",
"properties": {
"category": {
"type": "string"
},
"policy_state": {
"type": "string"
}
},
"required": [
"category",
"policy_state"
],
"additionalProperties": {}
}
}
},
"required": [
"resolution_status",
"agent_instruction"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": {}
}🟢get_vehicle_safety(vin, year, make, model, configuration_id, ...)
Use this for available NHTSA-backed recalls, complaints, investigations, manufacturer communications, and safety ratings. Safety facts remain explicitly YMM-scoped and never establish configuration identity.
Input Schema
{
"type": "object",
"properties": {
"vin": {
"description": "Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.",
"type": "string",
"minLength": 17,
"maxLength": 17
},
"year": {
"description": "Model year. Required with make and model when VIN is not provided.",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"make": {
"description": "Vehicle make. Required with year and model when VIN is not provided.",
"type": "string",
"minLength": 1
},
"model": {
"description": "Customer-facing model family. Required with year and make when VIN is not provided.",
"type": "string",
"minLength": 1
},
"configuration_id": {
"description": "AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.",
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"trim": {
"description": "Optional identity refinement. Use only an explicitly known trim.",
"type": "string"
},
"engine": {
"description": "Optional identity refinement. Use only an explicitly known engine.",
"type": "string"
},
"drivetrain": {
"description": "Optional identity refinement. Use only an explicitly known drivetrain.",
"type": "string"
},
"limit": {
"description": "Maximum records per safety category",
"type": "integer",
"minimum": 1,
"maximum": 50
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"resolution_status": {
"type": "string",
"enum": [
"INVALID_INPUT",
"MATCHED_SINGLE",
"NEEDS_IDENTITY",
"NO_MATCH",
"UNAVAILABLE",
"SOURCE_UNAVAILABLE"
]
},
"canonical_vehicle": {
"anyOf": [
{
"type": "object",
"properties": {
"year": {
"type": [
"number",
"string"
]
},
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
}
},
"additionalProperties": {}
},
{
"type": "null"
}
]
},
"configuration_id": {
"type": [
"number",
"null"
]
},
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
},
"missing_fields": {
"type": "array",
"items": {
"type": "string"
}
},
"conflicts": {
"type": "array",
"items": {}
},
"completeness": {
"type": "string"
},
"choices": {
"type": "array",
"items": {
"type": "object",
"properties": {
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
},
"evidence_status": {
"type": "string"
}
},
"required": [
"configuration_id"
],
"additionalProperties": {}
}
},
"choice_count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"error": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"message": {
"type": "string"
},
"retryable": {
"type": "boolean"
}
},
"required": [
"code"
],
"additionalProperties": {}
},
"agent_instruction": {
"type": "string"
},
"safety": {
"type": "object",
"properties": {
"recalls": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"count": {
"type": "number"
},
"scope": {
"type": "string"
},
"records": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"completeness": {
"type": "string"
},
"freshness": {}
},
"additionalProperties": {}
},
"complaints": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"count": {
"type": "number"
},
"scope": {
"type": "string"
},
"records": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"completeness": {
"type": "string"
},
"freshness": {}
},
"additionalProperties": {}
},
"investigations": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"count": {
"type": "number"
},
"scope": {
"type": "string"
},
"records": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"completeness": {
"type": "string"
},
"freshness": {}
},
"additionalProperties": {}
},
"communications": {
"type": "object",
"properties": {
"status": {
"type": "string"
},
"count": {
"type": "number"
},
"scope": {
"type": "string"
},
"records": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"completeness": {
"type": "string"
},
"freshness": {}
},
"additionalProperties": {}
},
"safety_ratings": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"additionalProperties": {}
},
"source_errors": {
"type": "array",
"items": {
"type": "object",
"properties": {
"source": {
"type": "string"
},
"code": {
"type": "string"
}
},
"required": [
"source",
"code"
],
"additionalProperties": false
}
}
},
"required": [
"resolution_status",
"agent_instruction"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": {}
}🟢get_vehicle_efficiency(vin, year, make, model, configuration_id, ...)
Use this for available EPA city, highway, and combined MPG, MPGe, range, fuel-cost, emissions, and related efficiency facts after vehicle identity resolves safely. Ambiguous EPA variants remain NEEDS_IDENTITY.
Input Schema
{
"type": "object",
"properties": {
"vin": {
"description": "Full 17-character VIN. Use VIN by itself as the identity path, or omit it and provide year, make, and model.",
"type": "string",
"minLength": 17,
"maxLength": 17
},
"year": {
"description": "Model year. Required with make and model when VIN is not provided.",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"make": {
"description": "Vehicle make. Required with year and model when VIN is not provided.",
"type": "string",
"minLength": 1
},
"model": {
"description": "Customer-facing model family. Required with year and make when VIN is not provided.",
"type": "string",
"minLength": 1
},
"configuration_id": {
"description": "AUTO411 configuration identifier returned by a prior NEEDS_IDENTITY response.",
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"trim": {
"description": "Optional identity refinement. Use only an explicitly known trim.",
"type": "string"
},
"engine": {
"description": "Optional identity refinement. Use only an explicitly known engine.",
"type": "string"
},
"drivetrain": {
"description": "Optional identity refinement. Use only an explicitly known drivetrain.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"resolution_status": {
"type": "string",
"enum": [
"INVALID_INPUT",
"MATCHED_SINGLE",
"NEEDS_IDENTITY",
"NO_MATCH",
"UNAVAILABLE",
"SOURCE_UNAVAILABLE"
]
},
"canonical_vehicle": {
"anyOf": [
{
"type": "object",
"properties": {
"year": {
"type": [
"number",
"string"
]
},
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
}
},
"additionalProperties": {}
},
{
"type": "null"
}
]
},
"configuration_id": {
"type": [
"number",
"null"
]
},
"fact_scope": {
"type": "string"
},
"evidence_status": {
"type": "string"
},
"missing_fields": {
"type": "array",
"items": {
"type": "string"
}
},
"conflicts": {
"type": "array",
"items": {}
},
"completeness": {
"type": "string"
},
"choices": {
"type": "array",
"items": {
"type": "object",
"properties": {
"configuration_id": {
"type": "number"
},
"generation": {
"type": [
"string",
"null"
]
},
"trim": {
"type": [
"string",
"null"
]
},
"engine": {
"type": [
"string",
"null"
]
},
"drivetrain": {
"type": [
"string",
"null"
]
},
"identity": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": [
"string",
"number",
"boolean",
"null"
]
}
},
"evidence_status": {
"type": "string"
}
},
"required": [
"configuration_id"
],
"additionalProperties": {}
}
},
"choice_count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"error": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"message": {
"type": "string"
},
"retryable": {
"type": "boolean"
}
},
"required": [
"code"
],
"additionalProperties": {}
},
"agent_instruction": {
"type": "string"
},
"efficiency": {
"anyOf": [
{
"type": "object",
"properties": {
"city_mpg": {
"type": "number"
},
"highway_mpg": {
"type": "number"
},
"combined_mpg": {
"type": "number"
},
"city_mpge": {
"type": "number"
},
"highway_mpge": {
"type": "number"
},
"combined_mpge": {
"type": "number"
},
"electric_range_miles": {
"type": "number"
},
"phev_blended_range_miles": {
"type": "number"
},
"annual_fuel_cost": {
"type": "number"
},
"co2_grams_per_mile": {
"type": "number"
},
"fuel_type": {
"type": "string"
}
},
"additionalProperties": {}
},
{
"type": "null"
}
]
},
"candidates": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
}
},
"required": [
"resolution_status",
"agent_instruction"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": {}
}Community
Evidence
Recent observations
verifiedversion not recorded5 tools