webclaw

Webclaw is a fast, open-source MCP (Model Context Protocol) server for local, private, and efficient web data extraction—purpose-built for AI assistants and agents. It provides AI models and agents with a suite of tools to scrape, crawl, extract, summarize, and structure content from any URL or website, returning clean, LLM-optimized markdown or structured JSON. Webclaw integrates with popular AI agent platforms such as Claude, Cursor, Windsurf, OpenCode, and others, making it ideal for anyone building or running autonomous research agents, copilot workflows, or data-driven LLM pipelines. No browser automation required, and 8 of 10 tools work fully offline and locally without API keys.