webclaw
webclaw.ioThe web scraper your AI agent deserves
Dev Toolsweb-scrapingllmai-agentsapimcpdata-extractionopen-source
About
Webclaw is a web scraping API that converts any website into clean markdown, JSON, or structured data optimized for LLMs and AI agents. It uses HTTP with TLS fingerprint impersonation instead of a headless browser, achieving sub-200ms response times while handling bot protection, CAPTCHAs, and JavaScript-heavy pages. It offers 14 endpoints, an MCP server with 12 tools, and is available as a hosted service or self-hosted open-source deployment under AGPL-3.0.
Problem
Scraping websites for AI agents is slow, brittle, and produces token-heavy output that is expensive to process with LLMs.
For
AI developers and engineers building LLM-powered agents or RAG pipelines
How it works
Webclaw uses TLS fingerprint impersonation and a multi-layer rendering pipeline to fetch pages and run them through a 9-step extraction pipeline that outputs clean, token-optimized structured data.
Business model
freemium
Status
launched