A comprehensive Model Context Protocol (MCP) server that wraps the powerful crawl4ai library with advanced AI capabilities. Extract and analyze
A comprehensive Model Context Protocol (MCP) server that wraps the powerful crawl4ai library with advanced AI capabilities. Extract and analyze content from any
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| Tool | What it does |
|---|---|
| crawl_url | Extract web page content with JavaScript support (remote .html/.htm URLs are rendered in the browser; document URLs are converted as files) |
| deep_crawl_site | Crawl multiple pages from a site with configurable depth (max_depth 1-2, max_pages 1-10) |
| crawl_url_with_fallback | Crawl with fallback strategies for anti-bot sites |
| intelligent_extract | Extract specific data from web pages using LLM |
| extract_entities | Extract entities (emails, phones, etc.) from web pages |
| extract_structured_data | Extract structured data using CSS selectors or LLM |
| extract_youtube_transcript | Extract YouTube transcripts with timestamps and timezone-converted publish time (timezone) |
| batch_extract_youtube_transcripts | Extract transcripts from multiple YouTube videos (max 3) |
| get_youtube_video_info | Get YouTube video metadata (including published_at in the requested timezone) and transcript availability |
| extract_youtube_comments | Extract YouTube video comments with pagination |
| search_google | Search Google with optional genre filtering |
| batch_search_google | Perform multiple Google searches (max 3) |
| search_and_crawl | Search Google and crawl top results |
| get_search_genres | Get available search genres |
| process_file | Convert PDF, Word, Excel, PowerPoint, ZIP to markdown |
| get_supported_file_formats | Get supported file formats and capabilities |
| enhanced_process_large_content | Process large content with chunking and BM25 filtering |
| batch_crawl | Crawl multiple URLs sequentially with fallback (max 3 URLs) |
| multi_url_crawl | Multi-URL crawl with pattern-based config (max 5 URL patterns, processed sequentially) |
{
"mcpServers": {
"crawl-mcp": {
"transport": "stdio",
"command": "uvx",
"args": [
"--from",
"git+https://github.com/walksoda/crawl-mcp",
"crawl-mcp"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
Current pricing, cost estimates and recommendations for web scraping APIs, with official sources.
mcp-name: io.github.jlucasmcrell/apify-scrapers Apify Public Data MCP: 40 Production Data Tools & Public Records
PoC for scraping Yahoo News with sentiment analysis
Convert documents, images and web pages to clean Markdown, for agents: single, URL and batch tools.