10 open-source repos that turn the web into AI-ready data
Shruti_0810 · x · 2026-10-25
A curated list of 10 open-source repos covering the full pipeline from web scraping to clean, AI-ready data:
- Firecrawl: crawl websites into clean AI-ready content
- Oxylabs Web API MCP: connect AI agents to web search and extraction tools
- ScrapeGraphAI: extract site info via natural-language instructions
- Crawl4AI: prepare web content for AI and RAG pipelines
- Newspaper4k: extract article text and metadata from news sites
- Beautiful Soup: classic Python HTML parsing
- Extruct: extract structured data
The core idea: the hard part of web data is collecting, cleaning, and making it usable—these repos can be combined into a working pipeline.
Related event: 10 Open-Source Repos That Turn the Web into AI-Ready Data(2 posts)→
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