Tag: web scraping
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Open Source Web Scrapers for Lead Lists in 2026: $0 a Month Against Firecrawl’s $99, and the 4 Licences That Decide If You Can Sell the Output
A self-hosted scraper is $0 in licence against $99 a month for 100,000 pages on Firecrawl Standard. We audited 19 scraper repositories through GitHub’s API on 9 September 2026: 3 are AGPL-3.0, including the most starred one, and one more is SSPL. Plus Zyte’s 268-times price range, Thunderbit’s two different Starter plans, and the BeautifulSoup…
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Best Open Source AI Tools You Can Self-Host in 2026 (And What They Replace)
Short answer: the open-source AI stack is now good enough that self-hosting is a cost decision rather than a compromise. The tools below are the highest-scoring open-source projects in our directory of 586 AI tools, and each one is listed with the paid product it displaces and roughly what that displacement is worth per month.…