AUTO411 Vehicle Intelligence

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

我該用這個嗎

品質與安全性

A
說明品質
82%
結構描述完整度
90%
命名品質
96%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

發現項目(3)

  • LOWTool 'resolve_vehicle' description lacks action verb在 resolve_vehicle 中
  • LOWTool 'get_vehicle_specs' description lacks action verb在 get_vehicle_specs 中
  • LOWTool 'get_vehicle_efficiency' description lacks action verb在 get_vehicle_efficiency 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~4,735Token(工具定義)
~11.4 KB典型回應大小
顯著的注意力影響(128k 上下文的 3.70%)

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高,可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案:

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

遠端端點

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

它能做什麼

工具清單

工具(5)

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢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.

輸入結構描述

{
  "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#"
}

輸出結構描述

{
  "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.

輸入結構描述

{
  "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#"
}

輸出結構描述

{
  "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.

輸入結構描述

{
  "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#"
}

輸出結構描述

{
  "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.

輸入結構描述

{
  "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#"
}

輸出結構描述

{
  "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.

輸入結構描述

{
  "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#"
}

輸出結構描述

{
  "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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