unique-websearch-cli

Automate web search and crawling for AI-assisted browsing using a two-phase CLI that retrieves search engine URLs and snippets, then selectively crawls chosen pages for full content. It supports JSON outputs and parallel crawling to streamline AI workflows.

A two-phase web search workflow retrieves search engine URLs and snippets in phase one, then crawls selected URLs to fetch full page content in phase two. This allows an AI assistant to evaluate search results before committing to deeper page extraction.

Yes, you can use the CLI to crawl selected URLs in parallel after reviewing search results. The tool handles parallel crawling and supports stdin input, allowing you to fetch full page content for multiple URLs simultaneously.

Get JSON output from a command line web search and crawl process by running the search and crawl phases. The CLI supports JSON outputs, enabling seamless integration into AI workflows where structured data is required for automated decision making.

Yes, this web search CLI supports configurable search engines and crawlers. You can customize the search and crawl behavior to fit your specific AI-assisted browsing needs and retrieve structured snippets and full page content.

The two-phase web search approach requires an intermediate step where a user or AI agent evaluates snippets before crawling. This means full page content is only fetched for selected URLs, limiting bulk crawling but optimizing for targeted AI-assisted decision making.