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
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.
What You'll Need
Set these up before or after installing:
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 GitHubFrom 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
| Tool | What your agent gets |
|---|---|
reddit_scrape | Subreddit posts, Reddit-wide search, comment threads — sentiment & market research |
amazon_search | Products, prices, ratings, ASINs — 10 marketplaces (US/UK/DE/FR/IT/ES/CA/AU/JP/IN) |
ebay_search | Live listings + sold listings for real market-price history |
google_maps_search | Local businesses: name, address, phone, website, rating, GPS |
google_maps_reviews | Full review text + ratings for any Google Maps place |
yelp_search | Yelp businesses via the official Fusion API (bring your free Yelp key) |
youtube_channel | Channel stats + recent video metrics |
tiktok_profile | Creator profiles, video stats, hashtag discovery |
indeed_jobs | Job listings with salary data — 7 countries, date/type filters |
trustpilot_reviews | Company reviews — mine complaints with filterByRating: 1 |
website_contacts | Emails, phones, social links, tech stack from any domain |
saas_pricing | Structured 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
| Event | Price |
|---|---|
| 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_searchneeds a Yelp Fusion API key — free, 5,000 calls/day, 2 minutes to get at docs.developer.yelp.com. Pass it as theyelpApiKeytool argument.reddit_scrapesurvived Reddit shutting down its public.jsonendpoints (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_pricingon competitor pricing pages withcompareWithPrevious: 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!
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