What gets removed
markdown_clean_extract strips scripts, styles, cookie banners and navigation, and keeps headings, code blocks, tables and links intact.
What you get back
Clean Markdown, an estimated token count, a SHA-256 content hash for change detection, and the page’s internal and external links, ready to chunk and embed.
When to use your own scraper
If you already run Firecrawl, add its key to the vault. Argosor uses it automatically and adds no markup.