Searcherries: AI Visibility & SEO

com.searcherries由 searcherries.com 發布官方發布者v3.1.2更新於 Nov 3, 2026

Connect AI agents to your AI visibility and SEO data: competitors, citations, GSC, GA4, Bing.

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

託管的唯讀 MCP 伺服器,讓助理讀取你的 Searcherries AI 能見度與 SEO 資料:AI 回答、競品、引用、Search Console、Bing 與 GA4。

可以做什麼
  • 列出專案,並取得專案快照:問題、KPI、競品以及 30 天的搜尋與流量彙總
  • 讀取已儲存的 AI 回答與其判定,包括品牌提及顯著度、情緒傾向和離題回答,以及 AI 平台點名的競品
  • 查看回答引用的網址與網域,包含你自己的頁面
  • 讀取 Search Console 與 Bing 的查詢、頁面、機會與趨勢,以及來自 AI 助理的 GA4 工作階段
  • 取得附日期證據的優先待辦清單,或批次專案資料以深入分析
  • 使用內建提示詞,例如 GEO 稽核、內容缺口、競品落差、頁面簡報、問題檢視與週報
適用情境
適合想用自然語言詢問助理:網站在 AI 回答與搜尋中的表現如何、哪些競品被推薦、哪些頁面該優先更新,而不必再開另一個儀表板。
執行需求
遠端 streamable HTTP 端點,無需在本機安裝。需要付費方案(有效試用期亦可)且至少有一個專案的 Searcherries 帳號。登入採用 OAuth 2.1 與動態用戶端註冊;無法完成 OAuth 的用戶端可改用個人存取權杖。
安裝前請注意
存取為唯讀,且僅限你授權帳號下的專案;伺服器無法變更專案、問題、連線或帳務。它只回傳已儲存的資料,不會代你向 Google、Bing 或 AI 平台發出請求。登入即讓助理存取該帳號的可見度、搜尋與分析資料,請留意 OAuth 授權,並妥善保管個人存取權杖。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Searcherries: AI Visibility & SEO,將其新增到工作區。
  2. 連接 所需的 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.searcherries%2Fmcp/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "searcherries-ai-visibility-seo": {
      "type": "http",
      "url": "https://app.searcherries.com/mcp/searcherries"
    }
  }
}

README

Searcherries MCP server

Searcherries is MCP for GEO. It collects your AI visibility data, connects your search and traffic data, and makes all of it available to GitHub Copilot in VS Code, Claude, Claude Code, Codex, Cursor or any other MCP client. Instead of studying another dashboard, you ask your AI assistant how your site performs and where to act next, and it answers from your own numbers.

Every day, Searcherries checks how AI platforms such as ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude and Grok answer the customer questions you track. It records whether your brand is mentioned, which competitors are recommended instead, and which pages get cited. Google Search Console, Bing Webmaster Tools and Google Analytics 4 connect in a few clicks, so your AI visibility sits next to your rankings, queries and AI referral traffic.

Through the MCP connection, your AI assistant can find the questions you lose to competitors, optimize the pages AI cites, expand existing content, close intent gaps, spot new content opportunities and prioritize what to do first. In an editor, it can then change those pages in the same session.

This repository documents the hosted server. The server itself runs at https://app.searcherries.com/mcp/searcherries; there is nothing to install or run locally.

Listed in the GitHub MCP Registry and the official MCP Registry as com.searcherries/mcp. The GitHub listing is what the MCP Servers view in VS Code and GitHub Copilot read, so you can install it from there as well.

Server

Endpointhttps://app.searcherries.com/mcp/searcherries
TransportStreamable HTTP
AuthenticationOAuth 2.1 with dynamic client registration; personal access tokens as a fallback
AccessRead-only, limited to the projects of the account you sign in with
Registry namecom.searcherries/mcp (GitHub MCP Registry)

Requirements

A Searcherries account on a paid plan (an active trial counts) with at least one project. Create an account.

Connect

VS Code and GitHub Copilot

Install in VS Code, or add the server to .vscode/mcp.json in your workspace:

json
{  "servers": {    "searcherries": {      "type": "http",      "url": "https://app.searcherries.com/mcp/searcherries"    }  }}

Start the server from the MCP view. VS Code opens the Searcherries sign-in page in your browser; approve access and the tools appear in Copilot Chat in agent mode.

Other clients

ClientSetup
Claude Codeclaude mcp add --transport http searcherries https://app.searcherries.com/mcp/searcherries, then /mcp to sign in
Codexcodex mcp add searcherries --url https://app.searcherries.com/mcp/searcherries, then codex mcp login searcherries
CursorAdd {"mcpServers": {"searcherries": {"url": "https://app.searcherries.com/mcp/searcherries"}}} to ~/.cursor/mcp.json
ClaudeAdd a custom connector with the endpoint URL

Step-by-step guides for every client: searcherries.com/docs/mcp/overview. Clients that cannot complete an OAuth flow can use a personal access token: searcherries.com/docs/mcp/access-tokens.

Use

Ask your assistant in plain language, for example:

  • "What should I work on next for my Searcherries project?"
  • "Which customer questions do AI assistants answer without naming us, and which competitors do they name instead?"
  • "Which pages of this site should we update first? Show the evidence."
  • "Write a brief for our pricing page from the search queries and AI questions it should answer."

Tools

All tools are read-only.

ToolReturns
get-action-planPrioritized next steps for a project, with dated evidence
list-projectsYour Searcherries projects
get-project-summaryCompact snapshot: questions, KPIs, competitors, cited domains, 30-day search and traffic totals
get-ai-answersStored AI answers with judgments: how prominently the brand is named, sentiment, off-topic answers
get-competitorsBrands the AI platforms name, one brand in detail, monthly history
get-citationsURLs and domains the answers cite, including your own pages
get-search-performanceSearch Console and Bing data: top queries and pages, opportunities, question-shaped searches, trends
get-ai-trafficGA4 sessions from AI assistants, landing pages, history
get-project-dataBulk sections for deeper analysis

Full reference: searcherries.com/docs/mcp/tools.

Prompts

The server also ships ready-made workflows as MCP prompts:

PromptResult
action-planUp to five next steps with evidence
geo-auditFull audit of AI visibility, competitors, sources, search and AI traffic
content-gapsPages to publish or update
competitor-gapComparison with one competitor and a counter-content plan
page-briefBrief for one existing or planned page
question-reviewReview of the customer questions you track
weekly-reportOne-page status report

Data and privacy

The server cannot change projects, questions, connections or billing. It returns only data that belongs to the Searcherries account you authorize, and it reads stored data: a tool call never triggers a request to Google, Bing or an AI platform on your behalf.

Support

Open an issue or write from your account at app.searcherries.com.

來源:README.md,提交 f4556ce

工具

0
該伺服器需要登入,因此 SourceWeft 無法在沒有帳號的情況下讀取其工具,也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

3
  1. v3.1.2最新Oct 6, 2026
  2. v3.1.1Sep 30, 2026
  3. v3.1.0Sep 30, 2026

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