Local-first web scraping and source ingestion — fetch a URL, extract clean text locally (0 cloud tokens), optionally structure it with a local model, and store it in a Qdrant collection (the second-brain 'foundation') for later recall. Use for /web-scraping, /ingest-source, building a knowledge foundation, or recalling past ingested sources. Web fetch + Qdrant over stdlib HTTP.
