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

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

• 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!