AUTO411 Vehicle Intelligence

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

사용해야 할까요

품질 및 안전성

A
설명 품질
82%
스키마 완전성
90%
이름 품질
96%
오염 위험
100%
권한 일치
100%
프로토콜 준수
100%

발견 사항 (3)

  • LOWTool 'resolve_vehicle' description lacks action verbresolve_vehicle에서
  • LOWTool 'get_vehicle_specs' description lacks action verbget_vehicle_specs에서
  • LOWTool 'get_vehicle_efficiency' description lacks action verbget_vehicle_efficiency에서

도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.

컨텍스트 비용

~4,735토큰 (도구 정의)
~11.4 KB일반적인 응답 크기
상당한 주의 영향 (128k 컨텍스트의 3.70%)

이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.

설치

원클릭 설치

`claude_desktop_config.json` 파일에 다음을 추가하세요:

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

원격 엔드포인트

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

할 수 있는 일

도구 목록

도구 (5)

🟢 읽기 전용🟡 쓰기🔴 삭제⚪ 알 수 없음
🟢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.

입력 스키마

{
  "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#"
}

출력 스키마

{
  "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.

입력 스키마

{
  "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#"
}

출력 스키마

{
  "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.

입력 스키마

{
  "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#"
}

출력 스키마

{
  "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.

입력 스키마

{
  "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#"
}

출력 스키마

{
  "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.

입력 스키마

{
  "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#"
}

출력 스키마

{
  "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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