CueScout

io.github.telman03由 GitHub 帳號 telman03 發布v1.2.0更新於 Oct 25, 2026

Check if ChatGPT or Perplexity names a brand for a buying question, and if AI bots can read a site.

已驗證Streamable HTTP可網頁執行開發者工具資料與分析商業與電商

概覽

AI 產生的概覽

CueScout 檢查 AI 回答引擎是否提及或引用某品牌,稽核網站的 AI 可讀性,並回報追蹤的問題、引用來源與待辦事項。

可以做什麼
檢查 AI 可見度:向具搜尋能力的引擎送出一個購買類問題,查看品牌是否被提及、網域是否被引用,以及出現了哪些競品;或讀取已為品牌與競品蒐集的可見度、聲量佔比與引用結果。稽核網站的 AI 就緒度:robots.txt 中的爬蟲存取、llms.txt、結構化資料與 JSON-LD、網站地圖、canonical 與 meta 標籤、伺服器端渲染文案,以及關於頁與定價頁。檢視追蹤的問題及各引擎的最新判定、提及率與引用率,以及各引擎的實際回答。列出該品類中 AI 回答最常引用的頁面,並讀取依優先順序排列的待辦事項及其步驟與依據。查看已連結帳戶的名稱、電子郵件與所追蹤的品牌及其競品。
適用情境
適用於 SEO、內容與行銷工作:想知道 AI 助理在購買類問題中是否推薦某品牌、網站為何未被引用,或應爭取在哪些頁面獲得提及。也適合快速稽核網站的 AI 爬蟲存取與結構化資料。
執行需求
遠端 streamable HTTP 端點;未宣告本機執行環境、套件、環境變數或標頭。get_profile、list_brands 以及可見度與問題類工具作用於已連結的 CueScout 帳戶,因此需要 CueScout 帳戶。需要能存取該端點及被稽核的網站。
安裝前請注意
帳戶類工具會讀取所連結 CueScout 帳戶的品牌、問題、回答與稽核結果,get_profile 會回傳帳戶名稱與電子郵件。check_ai_visibility 會透過其 API 把問題送給外部具搜尋能力的引擎,問題文字會離開助理。稽核工具會抓取目標網站的 robots.txt、網站地圖與頁面。結果是 CueScout 儲存的資料,可能已過時;get_site_audit 不會重新執行稽核。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 CueScout,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/io.github.telman03%2Fcuescout/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": {
    "cuescout": {
      "type": "http",
      "url": "https://mcp.cuescout.com/mcp"
    }
  }
}

工具

14

check_ai_visibility

Check whether an AI engine recommends a brand

Use this when someone asks whether an AI answer engine names or cites a brand for a buying question, or which other brands it names. Sends one question to one search-grounded engine through its API and returns whether the brand was named, whether its domain was cited, which of the listed competitors were named, and the pages the answer cited. Each call is a fresh API request with no account history or personalization, and one question is one datapoint, not an overall visibility score.

輸入參數brand必填domainenginequestion必填competitors

check_ai_readiness

Check whether AI engines can read a site

Use this when someone asks whether AI engines can read, crawl or quote their website, or wants an AI-readiness audit of a site. Runs eight checks: AI crawler access in robots.txt, llms.txt, Organization and FAQ schema, canonical and meta tags, server-rendered copy, and whether an about page and a pricing page exist. It does not measure whether any engine actually cites the site. No AI call, nothing stored.

輸入參數url必填

check_ai_crawler_access

Check whether AI crawlers are blocked in robots.txt

Use this when someone asks why their site never shows up in AI answers, or whether GPTBot, ClaudeBot, PerplexityBot or Google-Extended can crawl it. Reads the site's robots.txt and reports which of those crawlers are blocked, including by a blanket rule the owner may not have meant. One fetch, no AI.

輸入參數url必填

validate_structured_data

Validate the JSON-LD on a page

Use this when someone wants their schema markup or JSON-LD checked on a specific page. Reports which schema types the page declares, which blocks fail to parse, and whether the fields that help an engine attribute a claim (sameAs, Organization identity, FAQ answers) are filled in. One fetch, no AI.

輸入參數url必填

check_sitemap

Check whether a crawler gets a usable page list

Use this when someone wants their XML sitemap checked. Reports whether a site's sitemap is reachable, parses, is declared in robots.txt, and is free of cross-host entries a crawler discards. A handful of fetches, no AI.

輸入參數url必填

get_profile

Show the connected CueScout account

Use this when someone asks which CueScout account is connected. Returns the account name and email.

無需輸入參數。

list_brands

List the brands in the CueScout account

Use this to see which brands the connected CueScout account tracks, with their sites and the competitors set for each. The other account tools take one of these brands.

無需輸入參數。

get_ai_visibility

Show AI visibility for a tracked brand

Use this when someone asks how visible their brand is in AI answers, what their share of AI voice is, or how they compare with competitors. Reads the results CueScout already collected for the brand: how often AI answers named it, its share of voice, how often its site was cited, and the same for each competitor, over the last 7, 28 or 90 days. It does not run new checks.

輸入參數daysbrand

list_prompts

List the tracked prompts and how each engine answered

Use this when someone asks which questions CueScout tracks for their brand, which ones the brand is missing from, or who gets named instead. Returns each tracked prompt with the latest verdict per engine (named and cited, named, or not named), the brand's mention and citation rate over the window, and the brands named instead.

輸入參數daysbrand

get_prompt_answers

Show the latest AI answers to one tracked prompt

Use this when someone wants to read what the AI engines actually answered to one of their tracked prompts. Returns the most recent answer from each engine, whether the brand was named or cited, which brands were named, and the pages each answer cited.

輸入參數brandprompt_id必填

list_citation_sources

List the pages AI answers cite for a brand

Use this when someone asks which websites or pages AI answers rely on in their brand's category, or where they should try to get mentioned. Returns the pages cited most often across the brand's tracked prompts, with how many times each was cited, by which engines, and which brands each page names.

輸入參數daysbrandlimit

list_todos

List the brand's To-dos

Use this when someone asks what they should do next to show up in AI answers. Returns CueScout's To-dos for the brand in priority order: the action, why it matters and its priority. Filter by status: todo (default), suggested, done or dismissed.

輸入參數brandstatus

get_todo

Show one To-do with its steps and evidence

Use this when someone wants the details of one To-do: why it matters, the steps to do it, and the evidence behind it.

輸入參數brandtodo_id必填

get_site_audit

Show the brand's site audit

Use this when someone asks whether AI engines can read their own brand's site, based on CueScout's last audit of it: crawler access, llms.txt, schema, meta tags, server-rendered copy, and about and pricing pages. Reads the stored result; it does not re-run the audit.

輸入參數brand

版本歷史

1
  1. v1.2.0最新Oct 14, 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。