AUTO411 Vehicle Intelligence

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

使うべきか

品質と安全性

A
説明の品質
82%
スキーマの完全性
90%
命名の品質
96%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

検出事項(3)

  • LOWTool 'resolve_vehicle' description lacks action verbresolve_vehicle 内
  • LOWTool 'get_vehicle_specs' description lacks action verbget_vehicle_specs 内
  • LOWTool 'get_vehicle_efficiency' description lacks action verbget_vehicle_efficiency 内

ツール定義とプロトコルへの準拠に関する自動分析に基づいています。

コンテキストコスト

~4,735トークン数(ツール定義)
~11.4 KB一般的なレスポンスサイズ
注意への影響は大きい(128k コンテキストの 3.70%)

これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。

インストール

ワンクリックインストール

これを `claude_desktop_config.json` ファイルに追加してください:

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

リモートエンドポイント

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

できること

ツール一覧

ツール(5)

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢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.

入力スキーマ

{
  "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#"
}

出力スキーマ

{
  "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.

入力スキーマ

{
  "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#"
}

出力スキーマ

{
  "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.

入力スキーマ

{
  "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#"
}

出力スキーマ

{
  "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.

入力スキーマ

{
  "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#"
}

出力スキーマ

{
  "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.

入力スキーマ

{
  "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#"
}

出力スキーマ

{
  "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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