webclaw

Webclaw is a web extraction toolkit that transforms any website into clean, readable markdown, JSON, and LLM-optimized context. It is designed for AI agents, developers, and RAG pipelines to enable structured web data access via a CLI, open-source MCP server, hosted REST API, or SDKs in Python, TypeScript, and Go. Webclaw excels at extracting the main content of web pages, supports batch and site crawling, and outputs in formats optimized for large language models, making it ideal for RAG, research, competitor monitoring, and brand intelligence.