Docs Markdown Rag Ready Crawler

Tech Docs to LLM-Ready Markdown

hedelka/tech-docs-scraper

Scrapes technical documentation sites (Docusaurus, GitBook, MkDocs, ReadTheDocs) and converts them to clean, structured Markdown for RAG pipelines, LLM training, and AI assistants. Automatically detects documentation framework and removes navigation elements.

PDF to Markdown RAG-Ready

hedelka/pdf-to-markdown-rag

Premium PDF scraper that preserves tables and structure. Optimized for RAG.

Docs to Markdown + AI Embeddings → Vector DB Crawler

badruddeen/docs-to-markdown-ai-embeddings---vector-db-crawler

Turn any documentation site into clean Markdown, intelligently chunked content with embeddings (Azure/OpenAI), and directly upsert into MongoDB Atlas, Pinecone, Weaviate, Qdrant, or Milvus — ready for RAG, AI assistants, and semantic search in minutes.

Website To Markdown

smart_api/website-to-markdown

Convert any webpage into clean, LLM-ready Markdown in seconds — perfect for AI training data, RAG pipelines, and content archiving.

Llm Ready Documentation Scraper

direct_duty/llm-ready-documentation-scraper

Developers and AI agents need to read documentation (e.g. Stripe Docs, Next.js Docs), but standard scrapers return noisy HTML that includes: navigation bars headers / footers ads / cookie banners This Actor must return pure content-only Markdown, suitable for vectorization and semantic search.

Website To LLM Knowledge Pack

attainable_iota/website-to-llm-knowledge-pack

Crawl any website and turn it into an LLM-ready knowledge pack. This Actor extracts clean main text + metadata, follows links with depth/URL filters, and outputs per-page dataset items plus knowledge.jsonl, knowledge.md, and manifest.json for RAG/embeddings pipelines.

Context Layer

evertools/context-layer

Transforms documentation sites into a clean, structured context layer for AI systems—handling crawling, extraction, intelligent chunking, and optional enrichment for RAG, fine-tuning, and semantic search.

RAG Spider - Web to Markdown Crawler for AI Training Data

lenient_grove/RAG-Spider

Enterprise-grade web crawler that converts messy websites into clean, chunked Markdown for AI systems. Uses Mozilla Readability for 95% cleaner extraction than competitors. Outputs RAG-ready data with metadata and token estimates. Perfect for building knowledge bases and training AI chatbots.

Universal Markdown Scraper for LLMs

botflowtech/universal-markdown-scraper-for-llms

Universal Markdown Scraper for LLMs

RAG Knowledge Loader

botflowtech/rag-knowledge-loader

Scrapes documentation sites (GitBook, ReadTheDocs, Notion public pages) and converts them into vector-ready JSON format for RAG applications.

Clean Web Scraper - Markdown for AI 🔥 Firecrawl API

clearpath/web-to-markdown

Convert any website to clean, LLM-optimized markdown using Firecrawl. Perfect for RAG pipelines, AI training data, and knowledge bases. No login required, 25% cheaper than Firecrawl direct. Batch process hundreds of URLs. Supports PDF/DOCX. Pay only $0.004 per page - no monthly fees.