Apify Scrapers

Name: Apify Scrapers
Author: jlucasmcrell

by jlucasmcrellversion 1.4.0i★ –iRuns on your computer

Registry nameio.github.jlucasmcrell/apify-scrapers

Install

Overview

Description from the maker (original English)

40 Apify public-data tools for leads, news, SEO, jobs, SEC, procurement, and registries.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiVery new↓ 45/wk · ★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Marketing & social media
You need to fill in: APIFY_TOKEN

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
You fill in yourself: APIFY_TOOL_PROFILE, APIFY_TOKEN

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

PyPIPython’s uv installed (for the uvx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "apify-scrapers": {
      "command": "uvx",
      "args": [
        "apify-data-scrapers"
      ],
      "env": {
        "APIFY_TOOL_PROFILE": "your-value",
        "APIFY_TOKEN": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add apify-scrapers --env APIFY_TOOL_PROFILE=your-value --env APIFY_TOKEN=your-value -- uvx apify-data-scrapers

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "apify-scrapers": {
      "command": "uvx",
      "args": [
        "apify-data-scrapers"
      ],
      "env": {
        "APIFY_TOOL_PROFILE": "your-value",
        "APIFY_TOKEN": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "apify-scrapers": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "apify-data-scrapers"
      ],
      "env": {
        "APIFY_TOOL_PROFILE": "your-value",
        "APIFY_TOKEN": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

APIFY_TOOL_PROFILE env
Optional tool selection: all, leads, market, government, or research. Restart after changing.
APIFY_TOKEN secret required env
Apify API token for running actors

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account jlucasmcrell, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Marketing & social mediai

More stars than 0% of the other 3605 servers in this category
Published to the registry more recently than 36% of the other 3605 servers in this category
Basic checks equal to or better than 100% of the other 3605 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Apify Scrapers safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: APIFY_TOKEN

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.4.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

mcp-name: io.github.jlucasmcrell/apify-scrapers

Apify Public Data MCP: 40 Production Data Tools & Public Records

One MCP server gives an AI agent 40 production data extractors - Google Maps business leads, Google News, Google Autocomplete, LinkedIn and Glassdoor jobs, SEC EDGAR, USAspending, Grants.gov, TED tenders, NHTSA recalls, FEC, EPA, ClinicalTrials.gov, openFDA, Europe PMC, GLEIF, CMS providers, Census geocoding, state business registries, contractor licences, Airbnb, YouTube, Twitch and Google Play - each running as an Actor on your own [Apify](https://apify.com/captainhandsome) account. Install with uvx apify-data-scrapers (Claude Desktop, Cursor, any MCP client), or call the same Actors directly from Python, Node.js or no-code tools.

Each actor is built with strict schema validation, deterministic field mapping, self-healing DOM selectors, and pay-per-event pricing (per-result rates from $0.00015, Actor-start from $0.0005; the live Apify Store price is authoritative).

Runtime contract and spending control

Since version 1.1.0, calls return {results, status, run?} in both MCP structured content and text. Status is success, partial, empty_unverified, or error; errors include a stable code and retry guidance. Zero rows are not proof that no matching records exist. Existing integrations that parsed a bare result array must now read results. Native dataset field names are preserved.

Each call requests a 120-second Actor timeout and a pay-per-event charge cap of $1 by default. Set APIFY_MAX_CHARGE_USD to adjust the cap. This is per run, not a total account spending limit; platform fees outside Actor event charges may still apply. Up to four calls may run concurrently. Cancelling a request attempts to abort its cloud run; check the returned run ID if confirmation fails. An ambiguous start is never retried automatically.

The MCP executable is Python; Node.js files are direct Actor API examples, not a second MCP server. Private queued Actors are omitted from this public catalog.

Quick Navigation

Make.com templates
Use-case guides
Available Extractors & Store Listings
Python Quickstart
Node.js Quickstart
No-Code & Automation Workflows (n8n, Sheets, Slack)
Pre-Built Example Tasks (Zero Code)
Free Sample Datasets
AI Agent & MCP Integration (Claude Desktop, Cursor, Custom Agent)
In-Depth Engineering Guides
Repository Structure
Contributing & Author

Choose your tools

Choose a focused tool profile and generate your installation configuration.

Version 1.2.0 adds the optional APIFY_TOOL_PROFILE environment variable: all (default), leads, market, government, or research. These correspond to the four catalog categories below. Profiles restrict tool discovery and calls, prompts, and the Actor catalog. Restart the MCP server and refresh/reconnect your client after changing the profile. Keep only the focused server entry if you do not also want the full catalog loaded. Direct Actor API examples are unchanged; this setting is not an Apify account permission boundary.

Choose your first workflow

Your goal	Start here	What to expect
Build a local contractor lead list	Dallas electrician example task	Review the prefilled input, set a small result limit, then run and export the dataset.
Track company filings	SEC filing-monitor tutorial	Choose companies and form types; retain filing identifiers to avoid duplicate alerts.
Compare healthcare providers over time	CMS provider-monitor tutorial	Save snapshots and compare changes in the source dataset, not real-time clinical outcomes.
Use an AI chat interface	ChatGPT and Apify MCP setup	Connect your own Apify account and choose the Actor explicitly.

No separate subscription to this MCP package is required. Actor runs are billed through your Apify account at the displayed Store price. Start with a small run and inspect its output before scheduling recurring work; public-source data can be delayed, incomplete, or temporarily unavailable.

Privacy Policy

The MCP server collects nothing. It runs on your machine, reads APIFY_TOKEN from your environment, and its only outbound calls are to the Apify API to run the Actor you asked for — on your own Apify account. No telemetry, no logs, no data sent to us. Full policy: apify.revenuesystemslabs.com/privacy.

Make.com templates

Eight published Make scenarios, one click to copy into your own Make account. Each asks for your Apify token and your destination (Google Sheets or Slack) in the setup wizard.

Template	Actor it runs
Google Maps Leads to Google Sheets	`google-maps-business-search`
Glassdoor Jobs to Google Sheets	`glassdoor-jobs-scraper`
California Contractor Licenses to Google Sheets	`ca-contractor-license-search`
SEC EDGAR Filing Alerts to Slack	`sec-edgar-filings-search`
Export Google News Results to Google Sheets	`google-news-search`
Export Grants.gov Opportunities to Google Sheets	`grants-gov-opportunity-search`
Export TED EU Tenders to Google Sheets	`ted-eu-tender-search`
Export NHTSA Vehicle Recalls to Google Sheets	`nhtsa-vehicle-recall-search`

Use-case guides

One page per question an agent gets asked, each listing the tools, arguments, returned fields and prices for that job:

Focused, end-to-end tutorials:

Available Extractors & Store Listings

Every extractor below is both an Apify Store listing and an MCP tool of the same server; the sections are the questions buyers arrive with.

Business intelligence & lead generation

Also available: Cross-border company registry search, combining UK, French and GLEIF records where available.

Tool	Store Link	Key Output Fields	Best For
Google Maps Business Leads	`captainhandsome/google-maps-business-search`	Name, phone, website, rating, reviews, address, coordinates, hours	B2B lead generation, local agency prospecting
Website Tech Stack & Ecommerce Scanner	`captainhandsome/tech-stack-detector`	technologies, cms, ecommerce_platform, payments, emails	Best for competitive tech research and B2B lead qualification across a batch of company websites.
US Business Entity Registries	`captainhandsome/us-business-entity-search`	Legal entity name, filing number, jurisdiction, status	Legal due diligence, corporate registration checks
Alabama Business Entity Search	`captainhandsome/al-business-entity-search`	entity id, entity name, location, entity type, status	Search Alabama business entities by company name and export entity IDs
Florida Sunbiz Business Entity Search	`captainhandsome/fl-sos-new-filings`	entity name, document number, status, entity type, date filed	Search Florida Sunbiz company-name results and export legal entity nam
Florida Sunbiz Officer & Registered Agent Search	`captainhandsome/fl-sunbiz-officer-search`	officer name, entity name, document number, detail url, entity type	Search Florida Sunbiz by officer or registered-agent name and export o
French Company Search	`captainhandsome/french-company-search`	siren, name, legal name, acronym, status	Search France's official company register by name, activity, postcode,
GLEIF LEI Lookup	`captainhandsome/gleif-lei-search`	lei, legal_name, registered_as, legal_form_name, status	Best for KYC and counterparty due diligence: resolving a company's Legal Entity Identifier, registration status, and own national registry number before onboarding.

| US Contractor Licenses | [`captainhandsome/us-contract

Only the beginning is shown; read the rest in the repo

Apify Scrapers

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Marketing & social mediai

Common questions

Alternatives

MCP YouTube Transcript

Google Analytics MCP

BibiGPT YouTube Video Summarizer

README from the maker

Apify Public Data MCP: 40 Production Data Tools & Public Records

Runtime contract and spending control

Quick Navigation

Choose your tools

Choose your first workflow

Privacy Policy

Make.com templates

Use-case guides

Available Extractors & Store Listings

Business intelligence & lead generation