Back to Browse

Multi Scraper MCP Server

Search & WebUse Caution3.5MCP RegistryLocalRemote
Free

Server data from the Official MCP Registry

14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indeed & more.

About

14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indeed & more.

Security Report

3.5
Use Caution3.5High Risk

This MCP server exposes 12 web scraping tools via Apify actors. While the code is well-structured and implements proper authentication via Bearer tokens or query parameters, there are critical issues: the APIFY_TOKEN is read from environment variables but not validated before use, error responses leak potentially sensitive actor failure details, the Yelp API key handling allows BYOK but lacks clear input validation boundaries, and the server's broad network access (12 different scraping targets) combined with user-controlled input to remote actors creates a significant attack surface. Permissions appropriately match the server's scraping purpose, but error handling and input sanitization need hardening. Supply chain analysis found 3 known vulnerabilities in dependencies (0 critical, 2 high severity). Package verification found 1 issue.

4 files analyzed · 13 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

HTTP Network Access

Connects to external APIs or services over the internet.

env_vars

Check that this permission is expected for this type of plugin.

File System Read

Reads files on your machine. Normal for tools that analyze or process local data.

File System Write

Writes or modifies files on your machine. Check that this is expected for the tool.

process_spawn

Check that this permission is expected for this type of plugin.

What You'll Need

Set these up before or after installing:

Your Apify API token (free at https://console.apify.com/account/integrations)Required

Environment variable: APIFY_TOKEN

How to Install & Connect

Available as Local & Remote

This plugin can run on your machine or connect to a hosted endpoint. during install.

Documentation

View on GitHub

From the project's GitHub README.

Multi-Scraper MCP — 12 scraping tools for AI agents, one MCP server

Give your AI agent real-time web data with a single connection. This Model Context Protocol server exposes 12 production scraping tools — Reddit, Amazon, eBay, Google Maps (search + reviews), Yelp, YouTube, TikTok, Indeed, Trustpilot, website contact finder, and SaaS pricing tracker — to Claude, ChatGPT, Cursor, Cline, Windsurf, or any MCP client.

One endpoint. Twelve tools. Pay only for the calls your agent makes.

The 12 tools

ToolWhat your agent gets
reddit_scrapeSubreddit posts, Reddit-wide search, comment threads — sentiment & market research
amazon_searchProducts, prices, ratings, ASINs — 10 marketplaces (US/UK/DE/FR/IT/ES/CA/AU/JP/IN)
ebay_searchLive listings + sold listings for real market-price history
google_maps_searchLocal businesses: name, address, phone, website, rating, GPS
google_maps_reviewsFull review text + ratings for any Google Maps place
yelp_searchYelp businesses via the official Fusion API (bring your free Yelp key)
youtube_channelChannel stats + recent video metrics
tiktok_profileCreator profiles, video stats, hashtag discovery
indeed_jobsJob listings with salary data — 7 countries, date/type filters
trustpilot_reviewsCompany reviews — mine complaints with filterByRating: 1
website_contactsEmails, phones, social links, tech stack from any domain
saas_pricingStructured pricing tiers from any SaaS pricing page + change detection

Quick start

You need an Apify account (free tier works) and your API token from Console → Settings → API & Integrations.

The MCP endpoint (Streamable HTTP):

https://renzomacar--multi-scraper-mcp.apify.actor/mcp

Authenticate with Authorization: Bearer <YOUR_APIFY_TOKEN> (or append ?token=<YOUR_APIFY_TOKEN>).

Claude Code

claude mcp add --transport http multi-scraper \
  "https://renzomacar--multi-scraper-mcp.apify.actor/mcp" \
  --header "Authorization: Bearer YOUR_APIFY_TOKEN"

Claude Desktop

Settings → Developer → Edit Config, then add:

{
  "mcpServers": {
    "multi-scraper": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://renzomacar--multi-scraper-mcp.apify.actor/mcp",
        "--header",
        "Authorization: Bearer YOUR_APIFY_TOKEN"
      ]
    }
  }
}

Cursor / Windsurf / Cline

Add to your MCP config (e.g. .cursor/mcp.json):

{
  "mcpServers": {
    "multi-scraper": {
      "url": "https://renzomacar--multi-scraper-mcp.apify.actor/mcp",
      "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
    }
  }
}

ChatGPT (Developer Mode connectors)

Settings → Connectors → Advanced → Developer mode → Add custom connector, with URL:

https://renzomacar--multi-scraper-mcp.apify.actor/mcp?token=YOUR_APIFY_TOKEN

Legacy SSE clients

An SSE transport is also available at /sse (+ /messages) for older clients.

Pricing — transparent pay-per-event

EventPrice
Tool call (successful)$0.05
Actor start (standby wake-up)$0.00005 per GB
  • No subscription, no minimums — you pay only when your agent actually calls a tool.
  • Underlying scraper runs execute under your Apify account at their own listed rates (typically fractions of a cent per result).
  • Failed tool calls are not charged.

Notes per tool

  • yelp_search needs a Yelp Fusion API key — free, 5,000 calls/day, 2 minutes to get at docs.developer.yelp.com. Pass it as the yelpApiKey tool argument.
  • reddit_scrape survived Reddit shutting down its public .json endpoints (June 2026, universal 403): it now falls back to Reddit RSS feeds with a circuit breaker, so it keeps returning posts. In RSS mode items don't include score/comment counts (source: rss-fallback).
  • Keep maxResults* small (10–30) for snappy agent loops; raise them for batch research.

Example agent workflows

  • Local lead-gen pipeline: google_maps_search ("dentists in Miami") → website_contacts (emails + tech stack) → your CRM.
  • Product intelligence: amazon_search + ebay_search (soldOnly) → real street price vs. listed price.
  • Brand/sentiment monitor: reddit_scrape + trustpilot_reviews (filterByRating: 1) + google_maps_reviews → weekly complaint digest.
  • Competitor watch: saas_pricing on competitor pricing pages with compareWithPrevious: true → alert on changes.
  • Hiring-signal prospecting: indeed_jobs ("Shopify developer") → companies investing in e-commerce → website_contacts.

Why this server

  • Every tool wraps a battle-tested public Apify Actor (4,000+ combined runs).
  • Structured JSON with consistent schemas — built for LLM consumption, results truncated to stay token-friendly.
  • Both modern Streamable HTTP (/mcp) and legacy SSE (/sse) transports.
  • Open source: github.com/Perufitlife/multi-scraper-mcp.

Found this useful?

Please leave a quick review on the Reviews tab — it genuinely helps independent developers get visibility on the Apify Store. Thanks!

Reviews

No reviews yet

Be the first to review this server!

Multi Scraper MCP Server - 14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, | MCP Marketplace