market-research-analysts-and-marketing-specialists-131161 Keyless, self-hostable multi-engine web search and clean-Markdown page reader for AI agents. Use it when the user asks to search the web, look something up online, find current or recent information, research a topic, fetch or read a URL, find academic papers or GitHub repositories, or verify a claim against live sources. Search fuses many keyless engines (Google, Brave, DuckDuckGo, Yandex, Yahoo, Startpage, Mojeek, Wikipedia via the ddgs metasearch, plus an optional self-hosted SearXNG) with rank fusion and dedup, then fetches and extracts clean Markdown, fenced as untrusted and paginated so a large page never overflows context. Commands: web-search (find pages), web-fetch (read a URL), web-open (page through a fetched document), arxiv (search papers), github (search repositories).
2026-07-22