RAG Web Browser Lite — Cheap Markdown for AI Agents

RAG Web Browser

apify/rag-web-browser

Web search and fetch tool for AI agents and RAG pipelines. It queries Google Search, scrapes the top N pages using a full web browser, and returns their content as clean Markdown for further processing by an LLM. Can also fetch individual URLs.

Search Google & extract clean Markdown from any URL — built for AI agents, RAG pipelines & LLM apps. Structured JSON output. API + MCP ready. $0.003/page.

Web browser for RAG pipelines and AI agents. Search Google, scrape top results, return clean Markdown. Feed your LLM with real-time web data. Works with Claude, GPT, LangChain, CrewAI. No API key needed.

Web-to-Markdown Generator for AI & RAG Pipelines

profitstack/web-to-markdown-generator-for-ai-rag-pipelines

Convert any website into clean, heading-based chunking, LLM-ready Markdown for RAG and AI agents.

Extract clean, readable markdown content from any web page. Removes navigation, ads, footers, and boilerplate — outputs structured markdown optimized for LLM training, RAG pipelines, and AI agents. Pay-per-event pricing. $0.002/page.

RAG Web Browser

parseforge/rag-web-browser

Fetches web pages from search queries or direct URLs and returns clean content as markdown, text, and optional HTML. Designed to feed RAG pipelines and LLMs with structured data.

RAG Web Browser — URL & Website to Markdown for LLM & RAG

s-r/rag-web-browser

Search the web or pass URLs, get clean Markdown, plain text or HTML for LLM and RAG pipelines. Follows links, streams results, no per-run fee.

Web Search API for RAG — Search & Extract

tugelbay/rag-web-browser

Web search API that turns Google results and public URLs into Markdown, text, or HTML for RAG and AI agents. Guide: https://konabayev.com/tools/rag-web-browser/?utm_source=apify_info&utm_medium=referral&utm_campaign=rag-web-browser

Crawl any website and get clean markdown, text, or HTML per page, ready for RAG pipelines, chatbots, and LLM fine tuning. Plain HTTP, no browser, no API key. Pay per page.

RAG Web Browser

muhammadafzal/rag-web-browser

Crawl public web pages and return clean, source-linked text chunks for RAG pipelines, vector search, question answering, and AI agents.