AutomationNation data tools (via Apify)

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

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

已验证Streamable HTTP可网页运行Web Search & ScrapingBusiness & CommerceData & Analytics

概览

AI 生成的概览

为助手提供五个由 Apify 托管的工具：Google 趋势、Google 职位、AI 概览引用、英国商业线索和应用评论摘要。

功能
这是 Apify 托管的 MCP 端点，加载了 AutomationNation 的 Actor，助手可将其作为工具调用。包含的工具覆盖：Google 趋势的随时间变化热度、按地区和城市分布、上升查询和当前热门；Google 职位搜索，含薪资、完整描述和雇主申请链接，覆盖 26 个国家；检查 Google AI 概览是否引用某网站以及实际被引用者；来自 Google 地图的英国商业线索，含邮箱、电话和 Companies House 董事信息；以及把 App Store 和 Google Play 评论汇总为缺陷、功能请求和严重问题。
适用场景
当你希望助手按需获取公开的搜索、职位、本地商家或应用商店数据，而不是手动浏览时，适合添加。可用于市场与 SEO 调研、线索收集、招聘调研和应用反馈分类。
运行要求
远程 streamable HTTP 端点，位于 mcp.apify.com，无需本地运行时。需要一个免费 Apify 账户及其 API 令牌，以 Authorization 头按 Bearer 令牌形式发送。支持 MCP OAuth 的客户端可直接用 Apify 登录。需要能访问 Apify 的网络。
安装前请注意
Authorization 头携带你的 Apify API 令牌，这是可计费的凭据，请勿放入共享配置。每个 Actor 按结果计费，调用可能超出每月免费额度而产生费用。工具会从 Google、Google 地图、Companies House 和应用商店采集第三方数据，线索结果可能包含个人联系方式。

安装

在 SourceWeft 中

  1. 打开 控制台中的 AutomationNation data tools (via Apify)，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。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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/

来源：README.md，提交 4e10af2

工具

0
工具元数据尚未被收录。

版本历史

1
  1. v1.0.0最新Oct 3, 2026