Webcrawl bridges the gap between web crawl data and AI language models using Model Context Protocol (MCP). It allows AI clients to filter and analyze web content, under user direction or autonomously, and provides a full-text search interface with boolean support, resource filtering by type, and HTTP status. It is compatible with various web crawlers, including WARC, wget, InterroBot, Katana, and SiteOne.