ChiselForge is an open-source web intelligence crawler built to extract more than page text. It maps site structure, metadata, schemas, linked resources and less-obvious content, then returns structured, validated data for AI, research and data pipelines. It uses deterministic extraction first, with browser and LLM-assisted paths only when needed. Built for people who need to understand what is actually present across a web property not just scrape what is visible