An open-source, three-step method for difficult web searches

is an open-source toolset designed to help AI agents explore sites protected by or built with heavy browser scripts. Instead of relying on one large program or a middle service, a plain-text instruction file coordinates three separate tools.

SearXNG finds relevant pages, Camofox opens them, and takes over automatically when a site blocks normal access. The setup requires no API key or and can run on a small, low-power computer.

Its main rule is to search for evidence before producing an answer, reducing the risk of made-up information. A community found and fixed 22 security flaws.

Key points

  • Use SearXNG to find relevant pages first.
  • Open pages with Camofox and switch to only when access is blocked.
  • Coordinate the three tools through one plain-text instruction file.
  • Run the setup without an API key or , even on a low-power computer.
  • Check search evidence before answering to reduce made-up information.
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