AutomationNation data tools (via Apify)

io.github.retracnv1.0.0Updated Oct 3, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & CommerceData & Analytics

Overview

AI-generated overview

Gives an assistant five Apify-hosted data tools: Google Trends, Google Jobs, AI Overview citations, UK business leads and app review summaries.

What it does
This is Apify's hosted MCP endpoint loaded with AutomationNation's Actors, so an assistant can call them as tools. The bundled tools cover Google Trends interest over time, by region and city, rising queries and Trending now; Google Jobs search with salaries, full descriptions and employer apply links across 26 countries; checking whether Google AI Overviews cite a website and who is cited instead; UK business leads from Google Maps with emails, phones and Companies House directors; and App Store and Google Play reviews summarised into bugs, feature requests and critical issues.
When to use it
Worth adding when you want an assistant to pull public search, jobs, local-business or app-store data on demand rather than browsing manually. Useful for market and SEO research, lead gathering, hiring research and app feedback triage.
Requirements
A remote streamable HTTP endpoint at mcp.apify.com; no local runtime needed. Requires a free Apify account and an Apify API token sent as the Authorization header in the form Bearer token. Clients supporting MCP OAuth can sign in with Apify instead. Network access to Apify is required.
Before you install
The Authorization header carries your Apify API token, a billable credential; keep it out of shared configs. Usage is billed per result by each Actor, so calls can spend money beyond the free monthly credit. Tools collect third-party data from Google, Google Maps, Companies House and app stores, and lead results may include personal contact details.

Installation

In SourceWeft

  1. Open AutomationNation data tools (via Apify) in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "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/

Source: README.md at commit 4e10af2

Tools

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Version history

1
  1. v1.0.0LatestOct 3, 2026