Most scraping tools serve data engineers and brittle pipelines. Webclaw serves the agent. It returns LLM-ready markdown and schema-shaped JSON instead of raw HTML, connects to agent runtimes over MCP, and keeps working on pages that fight automation. One API covers scrape, crawl, map, batch, schema extraction, summarize, diff, and deep research, backed by three SDKs, a hosted dashboard, and an open-source core.

The point is narrow: an agent asks for web data and gets something it can use, every time, with no human babysitting the pipeline.