Build High-Speed Web Scraping & RAG Pipelines in n8n

n8n workflows that scrape the web using heavy headless browser nodes are slow, expensive, and fragile. TokenMarkdown provides a lightweight HTTP node that extracts clean Markdown in 140ms with 82% token savings.

{
  "nodes": [
    {
      "parameters": {
        "url": "=https://tokenmarkdown.com/{{ $json.url }}",
        "method": "GET"
      },
      "name": "TokenMarkdown Prefix Proxy",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [250, 300]
    }
  ]
}