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Web Scraping MCP

Page extraction, crawling, structured data scraping, and agent workflows that need reliable web data.

One-Command Install

npx mymcpshelf add-stack web-scraping-mcp Installs all 4 servers, prompts for env vars, verifies security.

Stack Servers (4)

1

Firecrawl Mcp Official ⚪ Unverified

2

Brave Search Mcp ⚪ Unverified

3

Tavily Mcp ⚪ Unverified

4

Microsoft Playwright Mcp 🛡️ Reviewed Score: 60/100

What You Get

✓ Scrape and extract page content
✓ Search the web for current data
✓ Render JavaScript-heavy pages
✓ Convert pages to clean markdown

Environment Variables

FIRECRAWL_API_KEY Required Firecrawl API key

BRAVE_API_KEY Optional Brave Search API key

TAVILY_API_KEY Optional Tavily API key

Prerequisites

API keys for search/scrape services

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