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What is webrain?

webrain is a portable, LLM-driven browser-automation and web-scraping MCP server — one binary, three browser engines, any OS. It exposes 51 tools over the Model Context Protocol. Install it on any system, point any LLM client (GitHub Copilot, Claude, Codex, Cursor, …) at it, and the model decides everything — search, crawl, scrape, navigate, interact — from a plain-language prompt. No hardcoded intent detection, no daemon, no Node.js.

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Why webrain?

Web automation shouldn’t mean wiring up a driver, a browser download, and your own tool wrappers before an LLM can touch a page. Webrain collapses that into one binary + one install command and speaks MCP, so any LLM client drives it directly.

Quickstart

Get a browser engine, start the MCP server, and drive it from a prompt in minutes.

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What you can do with it

  • Scrape at scale — batch pagination + spider with auto-throttle and checkpoint/resume; webrain_sitemap / webrain_scan to map a site first.
  • Structured data without hand-written selectors — webrain_autoschema probes the DOM, then JSON / regex / table extractors read container-level structure.
  • Stealth login — real-Chrome profiles with an encrypted local credential vault (AES-256-GCM + optional TOTP); transfer cookies across engines.
  • Get past challenges — reads the challenge field on every navigate and solves Cloudflare/Turnstile via a real-Chrome stealth sidecar.
  • See the page — a11y / semantic tree, snapshots, and vision tiles (screenshot → vector store) for tables and charts.
  • Read anything — PDFs (extract + render), JSON-LD, media, plus fetch_http for static pages 10–100× faster than a browser.

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How it’s built

Everything speaks Chrome DevTools Protocol over a raw WebSocket, so one backend drives Chrome, Lightpanda, and Obscura interchangeably.

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Prerequisites

  • OS: Windows, macOS, or Linux (x86_64 / arm64).
  • A browser engine — run webrain install once (downloads Chrome for Testing). Obscura and Lightpanda are optional extra engines.
  • Linux: system libraries for Chrome — see Installation.
  • Python 3 — only for the stealth sidecar (scripts/stealth_solve.py) to bypass Cloudflare/Turnstile challenges.
  • Docker — only to run the obscura / lightpanda engines in containers.
  • An MCP-capable client (VS Code + Copilot, Claude, Codex, Cursor, …) — optional; the CLI works standalone.

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Where to go next