RAG-Ready Website Crawler — Clean Content for LLMs & Vector DBs

RAG Website Crawler - Markdown Chunks for LLMs & MCP

themineworks/rag-crawler

Crawl any website into clean, pre-chunked Markdown with per-chunk token counts for RAG pipelines, vector DBs (Pinecone, Qdrant) and LLM context. MCP-native for Claude & ChatGPT. SPA support via Playwright. Pay only for pages that crawl. A Firecrawl alternative.

Website Content Crawler Pro

datascoutapi/website-content-crawler-pro

Crawl websites and extract clean, structured content in Markdown, JSON, or plain text for AI models, LLMs, vector DBs, or RAG pipelines. Fast, reliable, and stealthy, with bulk processing, advanced metadata extraction, and seamless integration with LangChain, LlamaIndex, and AI workflows.

PDF to Markdown & JSON (RAG-Ready)

basisweb/pdf-to-markdown-rag

Convert PDFs to clean Markdown and structured JSON (text + tables) for RAG, LLMs, and vector DBs. Batch URLs, pay per page.

Docs-to-RAG Crawler

automation-lab/docs-rag-crawler

Crawl documentation sites (ReadTheDocs, GitBook, Docusaurus, Mintlify) into RAG-ready Markdown/JSON chunks with stable chunk IDs, heading breadcrumbs, word counts, and token estimates.

AI-Powered Smart Web Scraper

cloud9_ai/ai-web-scraper

Intelligent content extraction from any website using Crawlee + AI. Auto-detects structure, adapts to layout changes, handles JavaScript rendering. No custom code needed. Extract articles, products, listings from 1000s of pages.

Rag Content Chunker

labrat011/rag-content-chunker

Turn raw text, Markdown, or Apify datasets into token-perfect RAG chunks with deterministic IDs, source metadata, and a billing-ready summary—ready for embeddings or vector DBs without extra glue code.

RAG-Ready Markdown Converter & Chunker

foxpink/apify-rag-markdown-chunker

Convert raw HTML/text into clean Markdown and split into ready-to-ingest chunks for RAG pipelines, Vector DBs, and LLM fine-tuning workflows.

RAG Web Crawler: Clean Markdown + Token-Sized Chunks

commonelements/rag-ready-crawler

Turn any website into embeddings-ready chunks for RAG and vector databases. Structure-aware token-sized chunking, clean LLM-ready markdown, per-chunk citations and metadata, dedup, and junk filtering. Pay per result, no surprise compute bills.

Dark Web Scraper – Onion Search & Page Extractor

lofomachines/tor-scraper

Search the dark web by keyword and convert any .onion page into clean Markdown, JSON, HTML or text with rich metadata.

HTML to Markdown Converter - Bulk Web Content to MD

santamaria-automations/html-to-markdown

Extract main article content from any website and convert to clean Markdown including headings, links, images, tables, and code blocks. Perfect for LLM training, AI pipelines, and documentation. Export data, run via API, schedule and monitor runs, or integrate with other tools.