Looking Glass Mcp

This is a browser automation toolkit built specifically for AI agents, packing 71 tools into a single server. It handles the usual navigation and interaction tasks but adds semantic extraction to pull structured data from pages and self-healing to recover from common browser failures. The vault CLI component suggests it manages credentials or session data across browsing tasks. Reach for this when you need Claude to scrape sites, fill forms, or navigate multi-step web workflows without writing custom Puppeteer scripts. The "AI-native" framing means it's designed around how LLMs think about web pages, not just exposing raw DOM manipulation.