CitedOrNot - AI Search Visibility

com.citedornot由 citedornot.com 發布官方發布者v1.0.1更新於 Oct 24, 2026

AI search visibility for your brand: which AI engines name it, who wins instead, what to publish.

已驗證Streamable HTTP可網頁執行資料與分析商業與電商

概覽

AI 產生的概覽

一個遠端 MCP 伺服器，讓助理讀取 CitedOrNot 的 AI 搜尋能見度結果：哪些 AI 引擎提及你的品牌、哪些競爭對手取而代之，以及該發布什麼內容。

可以做什麼
列出帳戶下所有品牌及其問題數量和最近掃描時間；帳戶有客戶時，列出代理客戶及其彙總能見度。讀取品牌的能見度、推薦率、情感分布，以及依引擎和依問題的細分與競爭對手差距。瀏覽單筆引擎回答，包括引擎、品牌是否被提及、語氣、推薦強度、摘錄和引用，可依問題、引擎、語氣或僅差距篩選。取得目前的「該發布什麼」建議，包括勝出的競爭對手、查詢、論據要點和行動步驟。
適用情境
當你已透過 CitedOrNot 追蹤品牌在 AI 引擎中的能見度，並希望助理直接查詢這些結果時適用，例如比較多個品牌、查看競爭對手被提及而自己未被提及的問題，或在不開啟儀表板的情況下取得發布建議。
執行需求
遠端 streamable HTTP 端點，無需本機執行環境。需要 Pro 或 Agency 方案的 CitedOrNot 帳戶，以及在 Settings > MCP 中建立的個人 MCP 權杖，透過 Authorization Bearer 標頭或 X-API-Key 標頭傳送。不支援 OAuth 登入。速率限制為每分鐘 60 次請求。
安裝前請注意
權杖屬於機密：持有者可讀取你品牌的全部結果；方案降級或權杖被停用後即失效。所有工具皆為唯讀，不會啟動新掃描或消耗掃描額度。結果來自 CitedOrNot 的排程掃描，並會傳送到該遠端服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 CitedOrNot - AI Search Visibility，將其新增到工作區。
  2. 連接 X-API-Key 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 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/com.citedornot%2Fai-visibility/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": {
    "citedornot-ai-search-visibility": {
      "type": "http",
      "url": "https://citedornot.com/mcp",
      "headers": {
        "X-API-Key": "<YOUR_API_KEY>"
      }
    }
  }
}

README

CitedOrNot MCP server

Ask your AI assistant whether ChatGPT, Gemini, Perplexity and other AI engines recommend your brand, which competitors they name instead, and what to publish to get named.

CitedOrNot checks, on a schedule, whether AI engines name your brand when buyers ask what to buy or who to use. This MCP server lets an assistant such as Claude, Cursor or VS Code read those results directly.

This repository is documentation only. The server runs at https://citedornot.com/mcp and is part of the CitedOrNot product; its source code is not published here. This repo exists so you can see what it does and how to connect to it.

What you need

  • A CitedOrNot account on the Pro or Agency plan (plans and prices).
  • A personal MCP token: in CitedOrNot go to Settings → MCP and create one. It starts with mcp_.

New to CitedOrNot? The free check needs no signup: citedornot.com.

What you can ask

  • "Which of my brands is named least often by the AI engines this month?"
  • "Show the questions where a competitor was named and we weren't, on Perplexity."
  • "How do the engines differ in tone about ?"
  • "What should I publish next to get named more often?"
  • "Which of my agency clients has the lowest visibility?" (Agency plan)

Tools

ToolWhat it returns
list-brands-toolEvery brand on the account, with question counts and when each was last scanned. Call this first.
get-brand-visibility-toolVisibility rate, recommendation rate, sentiment split, a breakdown by engine and by question, and the competitor gaps.
list-mentions-toolIndividual engine answers: the engine, whether the brand was named, tone, how strongly it was recommended, an excerpt and any citations. Filter by question, engine, tone or gaps only.
get-recommendations-toolThe current "what to publish" advice: which competitor is winning, the query, proof points and action steps.
list-clients-toolAgency clients with their brands and a rolled-up visibility rate. Appears only for accounts that have clients.

Every tool is read-only. None of them starts a new scan, uses your scan allowance or changes anything on your account. The live list is also published as a server card.

Connect

The endpoint is https://citedornot.com/mcp (streamable HTTP). Send your token as Authorization: Bearer <your-token>, or as X-API-Key: <your-token> if your client can't set an Authorization header. There is no OAuth sign-in.

Claude Code

bash
claude mcp add citedornot --transport http https://citedornot.com/mcp --header "Authorization: Bearer <your-token>"

Claude.ai / Claude Desktop

Settings → Connectors → Add custom connector, paste the URL above. When it asks about authentication choose None (this server uses a token, not OAuth), then add a header:

  • Name: Authorization
  • Value: Bearer <your-token>

Cursor / VS Code / Windsurf

Add a remote MCP server with:

  • URL: https://citedornot.com/mcp
  • Header: Authorization: Bearer <your-token>

Smithery

A listing with a token field is on Smithery: citedornot/ai-visibility.

Limits and access

  • 60 requests per minute.
  • The token works only while the account is on Pro or Agency. It stops working if the plan is downgraded or you deactivate the token under Settings → MCP.
  • Treat the token like a password. Anyone who has it can read your brands' results.

Questions

[email protected] · citedornot.com

Licence

The text in this repository is released under the MIT licence (see LICENSE). That covers this documentation only; the CitedOrNot service and its name and logo are not covered by it.

來源：README.md，提交 def0e10

工具

0
該伺服器需要 API 金鑰等憑證，因此 SourceWeft 無法在沒有憑證的情況下讀取其工具，也未收錄。

版本歷史

2
  1. v1.0.1最新Oct 12, 2026
  2. v1.0.0Oct 12, 2026

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