The Machine Record

Verified robot and AV incidents, first report to court outcome, plus the NHTSA SGO crash file

我該用這個嗎

品質與安全性

A
說明品質
100%
結構描述完整度
73%
命名品質
97%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

根據工具定義與協定合規性的自動化分析。

上下文成本

~1,086Token(工具定義)
~1.3 KB典型回應大小
中等的注意力影響(128k 上下文的 0.85%)

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": {
    "register": {
      "url": "https://themachinerecord.com/api/mcp"
    }
  }
}

遠端端點

https://themachinerecord.com/api/mcpstreamable-http

它能做什麼

工具清單

工具(6)

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢search_cases(query, category, company, severity, stage, ...)

Search verified incidents involving commercial robots and autonomous vehicles (robotaxis, delivery robots, humanoids, industrial arms, surgical and consumer robots). Every case has at least two independent sources and is followed from first report to investigation, recall, fine, lawsuit or settlement. Returns case summaries with permanent URLs; use get_case for the timeline and sources.

輸入結構描述

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Free text matched against title, summary, location, company and robot model",
      "type": "string",
      "maxLength": 120
    },
    "category": {
      "description": "Kind of machine",
      "type": "string",
      "enum": [
        "autonomous_vehicle",
        "delivery",
        "humanoid",
        "robot_arm",
        "industrial",
        "warehouse_amr",
        "surgical",
        "consumer",
        "service",
        "agricultural",
        "other"
      ]
    },
    "company": {
      "description": "Company slug (e.g. waymo) or part of its name",
      "type": "string",
      "maxLength": 80
    },
    "severity": {
      "description": "Worst outcome recorded for the case",
      "type": "string",
      "enum": [
        "none",
        "property_damage",
        "minor_injury",
        "serious_injury",
        "fatality"
      ]
    },
    "stage": {
      "description": "How far the case has gone after the first report",
      "type": "string",
      "enum": [
        "report",
        "follow_up",
        "investigation",
        "regulator",
        "recall",
        "fine",
        "lawsuit",
        "settlement",
        "criminal_charge"
      ]
    },
    "year": {
      "description": "Year of the incident",
      "type": "string",
      "pattern": "^\\d{4}$"
    },
    "limit": {
      "description": "Rows to return, default 25",
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢get_case(id)

Full record of one case by its reference (TMR-0123) or URL slug: summary, machine, dated timeline of what each source established, the sources with their tier and archive copy, and any linked NHTSA Standing General Order report.

輸入結構描述

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "maxLength": 200,
      "description": "Case reference like TMR-0123, a slug, or the case URL"
    }
  },
  "required": [
    "id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢list_companies

Every company with at least one published case: number of cases, how many went beyond the first report, and the share. Not a safety ranking: the register counts reported incidents, not incidents per machine.

輸入結構描述

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢get_company(slug)

One company's cases with harm and escalation counts, breakdown by incident type, and the category average for comparison.

輸入結構描述

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "maxLength": 80,
      "description": "Company slug, e.g. waymo, cruise, starship-technologies"
    }
  },
  "required": [
    "slug"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
⚪register_totals

Headline numbers: cases, cases that reached a regulator, recall or court, archived sources, companies, earliest year, last update, cases by country, and totals of the NHTSA Standing General Order file.

輸入結構描述

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢search_nhtsa_sgo(program, entity, severity, state, year, ...)

Crash reports filed under NHTSA's Standing General Order 2021-01 by automated driving system (ADS) and Level 2 driver assistance operators, 2021 to today, one row per report at its latest version, or one row per incident when grain is 'incident' (filings by several entities about one crash collapsed at the highest severity). Rows are the operators' own filings, not verified cases, and a filing does not establish fault.

輸入結構描述

{
  "type": "object",
  "properties": {
    "program": {
      "description": "ADS = driverless, ADAS = Level 2 driver assistance",
      "type": "string",
      "enum": [
        "ADS",
        "ADAS"
      ]
    },
    "entity": {
      "description": "Reporting entity exactly as filed, e.g. Waymo LLC, Tesla, Zoox",
      "type": "string",
      "maxLength": 120
    },
    "severity": {
      "description": "Highest injury severity alleged, e.g. Fatality, Serious, Minor, No Injuries Reported, Unknown",
      "type": "string",
      "maxLength": 60
    },
    "state": {
      "description": "US state code",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "year": {
      "type": "string",
      "pattern": "^\\d{4}$"
    },
    "crash": {
      "description": "What the vehicle crashed with, e.g. Passenger Car, Pedestrian, Cyclist",
      "type": "string",
      "maxLength": 60
    },
    "q": {
      "description": "Text in narrative, city, report ID, make or model",
      "type": "string",
      "maxLength": 120
    },
    "grain": {
      "description": "Default report",
      "type": "string",
      "enum": [
        "report",
        "incident"
      ]
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "maximum": 9007199254740991
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

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