firecrawl/firecrawl

This page introduces an external open-source repository. It is not an HDATF product.

What it does

A web data API that searches the web, scrapes pages into Markdown, HTML, screenshots or structured JSON, and can interact with pages before extracting content. It is open source and also offered as a hosted service.

How it helps ATF

Since it returns web pages as clean Markdown or structured data, it is worth comparing with how LabChin collects searched sources for a research question.

License

AGPL-3.0 Network copyleft. Offering a modified version as a service also requires releasing the source. Review before any product use.

More in this category

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• Panniantong/Agent-Reach
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• pandorafuture/wx-cli
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• CloakHQ/CloakBrowser
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• atilaahmettaner/tradingview-mcp
  An independent MCP server exposing market data, technical indicators, screeners, and backtesting to AI clients. Its README says it uses public data endpoints rather than automating a TradingView session.

Only repositories in the ranked Trendshift lists are included, and the lists are used only to find candidates. We do not copy their ranks. Descriptions, licenses and star counts come from each GitHub repository. The notes are our own reading. We have not tested these projects, and a place on a trending list does not prove quality.