AI Layoffs

org.ailayoffs由 ailayoffs.org 發布官方發布者v1.0.0更新於 Oct 27, 2026

Source-cited register of layoffs linked to AI, plus a live 0-100 AI job-loss index. No key.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析

概覽

AI 產生的概覽

遠端、免金鑰的 MCP 伺服器,提供附來源引用的 AI 相關裁員登錄資料、0-100 的 AI 裁員指數,以及依公司查詢的判定。

可以做什麼
  • 讀取 AI 裁員指數:目前 0-100 分數、區間、不確定範圍、月變動與加權分項
  • 取得已公布的職位流失計數,包括依證據加權的頭條數字與一項獨立的美國統計
  • 依公司、文字、歸因、證據等級、執行狀態、國家、產業、職務與日期範圍搜尋 AI 相關裁員事件
  • 查詢特定公司的判定及其對 AI 相關裁員的公開說法
適用情境
適合在助理需要附引用與日期的 AI 相關職位流失證據時使用:追蹤指數走勢、回答 AI 造成多少職位流失,或查證某家公司是否把裁員歸因於 AI。
執行需求
需連線至 ailayoffs.org 的遠端 streamable HTTP 端點;未宣告 API 金鑰、環境變數或標頭。需要網路連線。
安裝前請注意
數據為該登錄資料自行公布並依證據加權的估計,並非官方統計;指數是相對於 AI 自身歷史縮放,而非占全部職位的比例。判定與計數應視為單一來源的看法,並核對所引證據。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 AI Layoffs,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/org.ailayoffs%2Fai-layoffs/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "ai-layoffs": {
      "type": "http",
      "url": "https://ailayoffs.org/mcp"
    }
  }
}

工具

4

get_ai_layoffs_index

Get the AI Layoffs Index

Current reading of the AI Layoffs Index, a 0-100 score of AI-attributed job-loss pressure scaled against AI's own history since 2023 (not a share of all jobs). Returns the value, its band, the uncertainty range, the change vs last month, the three weighted components with what each reads, the as-of date, and a ready-made citation string. Takes no arguments.

無需輸入參數。

count_ai_job_losses

How many jobs has AI replaced?

Answers 'how many jobs has AI replaced (or cost) this year?' with the register's published count: roles disclosed in layoffs linked to AI, roles where the employer itself named AI, the evidence-weighted headline figure, and the independent Challenger, Gray & Christmas count of US cuts attributed to AI. Each figure carries its scope (worldwide or US), its period and its definition, plus the ready-made answer sentence. The totals are computed over the whole register, so they are the published figures, not a sum of search results. Takes no arguments.

無需輸入參數。

search_ai_layoff_events

Search the AI layoffs register

Search the source-cited register of layoffs linked to AI (one row per event, 2023 to date). Filter by company, free text, attribution, evidence tier, execution status, country, sector, affected role and date range; call with no arguments for the most recent events. Each event returns the employer's own stated reason (claim), roles counted vs reported but not counted, execution status, and a link to its source and its ailayoffs.org company page; set full_context for each event's longer context paragraph.

輸入參數rolesortlimitquerysinceuntilsectorcompanycountryus_onlyexecutionattribution另有 3 個

get_company_ai_layoffs

Did this company cut jobs because of AI?

Did a specific company cut jobs because of AI? Returns the register's verdict for that company (explicit, mixed or blamed: the strongest grade among its cuts), its answer (the strongest position its own words hold: declared, cited, conflicting, attrition, denied, not-named, or statement for a workforce statement with no cut), a plain-language summary, the roles it disclosed vs the roles counted as AI-attributed, and every recorded event with the employer's own words and source. It also lists the company's later cuts that the register checked and left out because neither the employer nor credible press linked them to AI (later_cuts_not_ai_linked, never counted), so a question about the newest layoff is answered either way. Accepts a company name such as 'Klarna' or 'Salesforce'. If the company is not in the register, says so and what that does and does not mean; for a notable layoff the register checked and found not linked to AI, it returns that answer with the employer's own reason and source.

輸入參數company必填

版本歷史

1
  1. v1.0.0最新Sep 27, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。