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

Related MCP server: AXE Fleet MCP Server

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.

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