RAG Web Browser: Web Search to Markdown for LLMs & 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.

AI Web Crawler

hounderd/ai-web-crawler

Crawl websites and extract clean, LLM-ready markdown content with stealth browser rendering, anti-bot hardening, smart content filtering, and structured metadata extraction. Built for RAG pipelines, AI agents, and data workflows.

Google RAG Browser

visita/rag-browser

This Actor provides essential web browsing and content extraction functionality for AI Agents, LLM applications, and Retrieval-Augmented Generation (RAG) pipelines. It functions similarly to the web search feature in popular LLM chatbots, providing fresh, contextualized data directly from the web.

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 — Web Content for AI & LLMs

nexgendata/rag-web-browser

Web browser for RAG pipelines and AI agents. Searches DuckDuckGo, scrapes the top results, returns clean Markdown with citation URLs. Feed your LLM with real-time web data. Works with Claude, GPT, LangChain, CrewAI. No API key needed.

RAG Web Browser Scraper

datapilot/rag-web-browser-scraper

RAG Web Browser Search & Crawl Actor uses to search Bing or crawl URLs, then extracts page content as clean markdown. It captures title, description, language, HTTP status, and structured metadata. Supports multiple queries, proxies, and outputs organized crawl + search results.

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

s-r/rag-web-browser

Search the web or pass URLs and get each page as clean Markdown, plain text or HTML with title and source URL, ready for LLM and RAG pipelines. Crawls links up to 3 hops, up to 1000 URLs per run, pay only per converted page.

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.

Web Search

apify/web-search

Search the web and get organic results as JSON with title, URL, snippet, and position. You can filter by date, country, language, and domain. The Actor provides a real-time API.

Perform anonymous web searches and extract clean results (Title, Link, Snippet). No API key required. Perfect for RAG pipelines, grounding LLMs, and market research.