Multi-Scraper MCP — 14 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 14 production scraping tools — Reddit, Amazon, eBay, Google Maps (search + reviews + email-enriched leads), Yelp, YouTube, TikTok, Indeed, Trustpilot, website contact finder, SaaS pricing tracker, and verified healthcare provider leads — to Claude, ChatGPT, Cursor, Cline, Windsurf, or any MCP client.

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

The 14 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_leads	Email-enriched local B2B leads — Google Maps + website emails/phones in one step
google_maps_reviews	Full review text + ratings for any Google Maps place
healthcare_provider_leads	Verified US doctors/dentists from the NPPES/NPI Registry + enriched emails
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_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

• One-step lead lists: google_maps_leads ("dentists in Miami, FL", onlyWithWebsite: true) → email-enriched leads straight into your CRM (no separate enrichment pass).
• Healthcare prospecting: healthcare_provider_leads ("dermatologist", "Los Angeles", "CA") → government-verified NPI providers + emails for compliant medical outreach.
• Local lead-gen pipeline (manual): 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.

FAQ

How do I connect an AI agent to web scraping tools? Add this MCP server's endpoint (https://renzomacar--multi-scraper-mcp.apify.actor/mcp) to your MCP client with an Authorization: Bearer <YOUR_APIFY_TOKEN> header, and your agent instantly gains 14 scraping tools — Reddit, Amazon, eBay, Google Maps, Yelp, YouTube, TikTok, Indeed, Trustpilot, website contacts, SaaS pricing, and verified healthcare leads. See the Claude Code, Claude Desktop, Cursor, Windsurf, Cline, and ChatGPT setup snippets above.

Which AI clients and agents work with this MCP server? Any Model Context Protocol client: Claude Code, Claude Desktop, Cursor, Cline, Windsurf, and ChatGPT (Developer Mode connectors) are all documented above. It speaks both modern Streamable HTTP (/mcp) and legacy SSE (/sse), so older MCP clients work too.

Do I need an API key? You need a free Apify account and your Apify token to authenticate the MCP endpoint — that is the only required credential. One tool, yelp_search, additionally needs a free Yelp Fusion API key (5,000 calls/day) passed as the yelpApiKey argument; every other tool works with just your Apify token.

Why use this MCP server instead of calling each Apify scraper directly? Calling actors directly means juggling 14 separate endpoints, input schemas, and result shapes inside your agent. This server exposes all of them as clean, LLM-friendly tools behind one connection with consistent JSON and token-truncated results — honestly, if you only ever need one scraper, call that actor directly; if your agent needs several web-data sources, one MCP endpoint is far simpler.

Are there alternatives to this multi-scraper MCP? For pure web research without these specific scrapers, see Deep Research MCP. For a single data source, the standalone actors (Trustpilot, SaaS Pricing Tracker, Google Maps Reviews, etc.) each run on their own. This server's edge is bundling 14 tools behind one MCP connection.

How am I charged for tool calls? Pay-per-event: $0.05 per successful tool call, and failed calls are not charged. The underlying scraper runs execute under your own Apify account at their normal per-result rates (usually fractions of a cent), and there is no subscription or minimum.

Connect it to your agents

This server is built to be wired into automated agent workflows. Beyond chat clients, you can drive it from any MCP-capable orchestration or connect the underlying actors to Apify integrations — Make, n8n, Zapier, Slack, or a webhook — so scraping steps run as part of a scheduled pipeline. Recurring agent loops (a weekly complaint digest, a daily lead-gen run, a competitor pricing watch) are exactly what the 14-tool surface is designed for; see Example agent workflows above for ready-made chains.

Related actors

• Deep Research MCP — A companion MCP server for keyless multi-source web research, when you need synthesis over raw scraping.
• Trustpilot Reviews Scraper — The standalone actor behind the trustpilot_reviews tool, for batch review extraction.
• SaaS Pricing Tracker — The standalone actor behind the saas_pricing tool, for scheduled competitor pricing monitoring.
• Google Maps Reviews Scraper — The standalone actor behind the google_maps_reviews tool, for local-business reputation data.
• Website Contact Finder — The standalone actor behind the website_contacts tool, for email/phone/tech-stack enrichment.

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