AUTO411 Vehicle Intelligence

Identity-first automotive intelligence for vehicle resolution, specs, safety and efficiency.

¿Debería usar esto?

Calidad y seguridad

A
Calidad de la descripción
82%
Integridad del esquema
90%
Calidad de los nombres
96%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Hallazgos (3)

  • LOWTool 'resolve_vehicle' description lacks action verben resolve_vehicle
  • LOWTool 'get_vehicle_specs' description lacks action verben get_vehicle_specs
  • LOWTool 'get_vehicle_efficiency' description lacks action verben get_vehicle_efficiency

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~4,735Tokens (definiciones de herramientas)
~11.4 KBTamaño de respuesta típico
Impacto significativo en la atención (3.70% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "auto411-vehicle-intelligence": {
      "url": "https://mcp.411specs.com/mcp"
    }
  }
}

Puntos de conexión remotos

https://mcp.411specs.com/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (5)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢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.

Esquema de entrada

{
  "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#"
}

Esquema de salida

{
  "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.

Esquema de entrada

{
  "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#"
}

Esquema de salida

{
  "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.

Esquema de entrada

{
  "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#"
}

Esquema de salida

{
  "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.

Esquema de entrada

{
  "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#"
}

Esquema de salida

{
  "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.

Esquema de entrada

{
  "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#"
}

Esquema de salida

{
  "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": {}
}

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