OpenFetcher
Turn entire websites into RAG-ready Markdown — automatically
What it does
OpenFetcher is an LLM-native web crawler built for the RAG era. It crawls full domains (even without sitemaps) and converts pages into clean, structured Markdown optimized for embeddings and AI agents. Designed as a lightweight alternative to Firecrawl and Jina Reader, it focuses on signal over noise. Perfect for building chatbots, knowledge bases, and AI search. Its is open source and alternative to jina and firecrawl
Does a similar job
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- TATurn any website into a knowledge base for LLMs2024 · embedding.io · ▲305
I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...
- ATAPI to turn entire websites into Markdown2024 · firecrawl.dev · ▲23
While building mendable - we found that feeding LLMs well-structured markdown improved accuracy. We also found it surprisingly hard. We found some great tools online, but none reliably handled the entire process. We wanted an API that took a URL, crawled the pages in the URL, and gave us an easy-to-use, up-to-date markdown we could feed into our index. So, we released an open-source repo and an API that crawls and turns entire websites into a markdown with just a few lines of code The API handles: - Crawling without consistent sitemaps - Infra to handle running many crawling jobs - Proxying,…
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