CueScout

io.github.telman03由 GitHub 账号 telman03 发布v1.2.0更新于 Oct 25, 2026

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

已验证Streamable HTTP可网页运行开发者工具数据与分析商业与电商

概览

AI 生成的概览

CueScout 检查 AI 回答引擎是否提及或引用某品牌,审计网站的 AI 可读性,并报告跟踪的问题、引用来源和待办事项。

可以做什么
检查 AI 可见性:向带搜索的引擎发送一个购买类问题,查看品牌是否被提及、域名是否被引用,以及出现了哪些竞品;或读取已为品牌及竞品收集的可见性、声量份额和引用结果。审计网站的 AI 就绪度:robots.txt 中的爬虫访问、llms.txt、结构化数据与 JSON-LD、站点地图、canonical 与 meta 标签、服务端渲染文案,以及关于页和定价页。查看跟踪的问题及各引擎的最新判定、提及率与引用率,以及各引擎的实际回答。列出该品类中 AI 回答最常引用的页面,并读取按优先级排序的待办事项及其步骤和依据。查看已连接账户的名称、邮箱和所跟踪的品牌及其竞品。
适用场景
适用于 SEO、内容和市场工作:想知道 AI 助手在购买类问题中是否推荐某品牌、网站为何未被引用,或应争取在哪些页面获得提及。也适合快速审计网站的 AI 爬虫访问和结构化数据。
运行要求
远程 streamable HTTP 端点;未声明本地运行时、软件包、环境变量或请求头。get_profile、list_brands 以及可见性和问题类工具作用于已连接的 CueScout 账户,因此需要 CueScout 账户。需要能访问该端点及被审计的网站。
安装前请注意
账户类工具会读取所连接 CueScout 账户的品牌、问题、回答和审计结果,get_profile 会返回账户名称和邮箱。check_ai_visibility 会通过其 API 把问题发送给外部带搜索的引擎,问题文本会离开助手。审计工具会抓取目标网站的 robots.txt、站点地图和页面。结果是 CueScout 存储的数据,可能已过时;get_site_audit 不会重新运行审计。

安装

在 SourceWeft 中

  1. 打开 控制台中的 CueScout,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.telman03%2Fcuescout/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

无需输入参数。

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.

无需输入参数。

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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数brand

版本历史

1
  1. v1.2.0最新Oct 14, 2026

评分

已满足适用检查项的 83%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分

    请声明包含 README 的 GitHub 仓库,或在 OAuth 受保护资源元数据中提供 resource_documentation。

  • 许可证不适用

    托管服务按其提供方的条款使用,因此这里不要求许可证。此检查项不计入百分比。