AutomationNation data tools (via Apify)

io.github.retracnv1.0.0更新於 Oct 3, 2026

Google Trends, Google Jobs, AI Overview citations, UK business leads and app review AI, one server.

已驗證Streamable HTTP可網頁執行Web Search & ScrapingBusiness & CommerceData & Analytics

概覽

AI 產生的概覽

讓助理可使用五個由 Apify 代管的工具：Google 趨勢、Google 職缺、AI 總覽引用、英國商業名單與應用程式評論摘要。

功能
這是 Apify 代管的 MCP 端點，載入了 AutomationNation 的 Actor，助理可將其當作工具呼叫。內含工具涵蓋：Google 趨勢的熱度隨時間變化、依地區與城市分布、上升查詢與目前熱門；Google 職缺搜尋，含薪資、完整描述與雇主應徵連結，涵蓋 26 個國家；檢查 Google AI 總覽是否引用某網站以及實際被引用者；來自 Google 地圖的英國商業名單，含電子郵件、電話與 Companies House 董事資訊；以及把 App Store 與 Google Play 評論彙整為錯誤、功能需求和重大問題。
適用情境
當你希望助理隨需取得公開的搜尋、職缺、在地商家或應用程式商店資料，而不是手動瀏覽時，適合加入。可用於市場與 SEO 研究、名單蒐集、招募研究與應用程式回饋分類。
執行需求
遠端 streamable HTTP 端點，位於 mcp.apify.com，不需要本機執行環境。需要免費 Apify 帳號及其 API 權杖，以 Authorization 標頭按 Bearer 權杖形式送出。支援 MCP OAuth 的用戶端可直接以 Apify 登入。需要能連線至 Apify 的網路。
安裝前請注意
Authorization 標頭攜帶你的 Apify API 權杖，這是可計費的憑證，請勿放入共用設定。每個 Actor 依結果計費，呼叫可能超出每月免費額度而產生費用。工具會從 Google、Google 地圖、Companies House 與應用程式商店蒐集第三方資料，名單結果可能包含個人聯絡資訊。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 AutomationNation data tools (via Apify)，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。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "automationnation": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=automationnation/google-trends-scraper,automationnation/google-jobs-scraper,automationnation/aeo-auditor,automationnation/uk-business-leads,automationnation/app-store-review-miner"
    }
  }
}

README

AutomationNation MCP servers

MCP server listings for AutomationNation's Apify Actors, published to the official MCP Registry. Each server is Apify's hosted MCP endpoint loaded with one Actor, so an AI assistant (Claude, ChatGPT, Cursor, VS Code, …) can call it as a tool.

Server (MCP Registry name)What the agent can doApify Actor
io.github.retracn/google-trendsGoogle Trends: interest over time, by region and city, rising queries, Trending nowgoogle-trends-scraper
io.github.retracn/google-jobsSearch Google Jobs: salaries, full descriptions, employer apply links (26 countries)google-jobs-scraper
io.github.retracn/google-ai-overview-trackerCheck whether Google AI Overviews cite a website, who's cited instead, and what changedaeo-auditor
io.github.retracn/uk-business-leadsUK business leads from Google Maps with emails, phones and Companies House directorsuk-business-leads
io.github.retracn/app-reviews-aiApp Store and Google Play reviews summarised into bugs, feature requests and critical issuesapp-store-review-miner
io.github.retracn/automationnationAll five tools in one server—

Connect

You need a free Apify account and its API token. Usage is billed per result by each Actor (see its Store page); Apify's free plan includes $5 of credit a month.

Remote (streamable HTTP):

https://mcp.apify.com/?tools=automationnation/google-trends-scraperAuthorization: Bearer YOUR_APIFY_TOKEN

Clients that support MCP OAuth (e.g. Claude) can use the URL alone and sign in with Apify.

Claude Desktop / Cursor (local):

json
{  "mcpServers": {    "google-trends": {      "command": "npx",      "args": ["-y", "@apify/actors-mcp-server", "--tools", "automationnation/google-trends-scraper"],      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }    }  }}

Swap the Actor name for any other in the table, or list several separated by commas.

How these listings are published

servers/*/server.json follow the server.json schema. The GitHub Actions workflow publishes them to the MCP Registry with GitHub OIDC whenever they change; bump version to publish an update.

Guides and code examples: https://retracn.github.io/automationnation-actors/

來源：README.md，提交 4e10af2

工具

0
工具後設資料尚未被收錄。

版本歷史

1
  1. v1.0.0最新Oct 3, 2026