NoUI

NoUI records browser workflows (authenticated or not) and exports them as FastMCP servers or Claude Code Skills. This file is a discovery stub — the commands below let you install the pieces you actually want. It does not install anything on its own.

After the core install, invoke /noui-setup to configure the project environment (venv, deps, .env, Chrome extension).

Why NoUI

Computer-use agents simulate a human clicking a UI — slow, token-heavy, and fragile. NoUI skips the UI entirely: it records a session once, extracts the underlying APIs the site already uses, and ships them as MCP tools your agent calls directly.

• Fast — direct API calls, no page loads, no DOM walking
• Cheap — fewer steps, fewer tokens per task
• Reliable — same endpoints the app uses internally; UI redesigns don't break you
• Authenticated — generated tools execute from inside a live Tabby browser session, reusing real cookies and TLS fingerprint (no credential extraction, no Akamai/Cloudflare false positives)

Stop automating clicks. Execute software.

Install the core workflow (recommended)

Seven skills cover the full record → export → serve pipeline. Run them one at a time:

npx skills add https://github.com/adoptai/noui --skill noui-setup
npx skills add https://github.com/adoptai/noui --skill noui-record-login
npx skills add https://github.com/adoptai/noui --skill noui-record-workflow
npx skills add https://github.com/adoptai/noui --skill noui-generalize
npx skills add https://github.com/adoptai/noui --skill noui-autopilot
npx skills add https://github.com/adoptai/noui --skill noui-generate-mcp
npx skills add https://github.com/adoptai/noui --skill noui-generate-skill

Install demo skills (optional)

Pre-recorded example workflows. Useful as references; not required for the pipeline. Install only the ones you want:

npx skills add https://github.com/adoptai/noui --skill airbnb-search-places   # anonymous Airbnb place search
npx skills add https://github.com/adoptai/noui --skill expedia-stay-search    # authenticated Expedia hotel search (via Tabby)

Install everything at once (human users only)

If you are a human at a terminal, the monolithic command opens an interactive selector where you tick the skills you want:

npx skills add https://github.com/adoptai/noui

When the menu appears:

• Core skills — noui-setup, noui-record-login, noui-record-workflow, noui-generalize, noui-autopilot, noui-generate-mcp, noui-generate-skill
• Demo skills (optional) — airbnb-search-places, expedia-stay-search

> AI agents must not use this form. The interactive selector blocks on stdin and your agent will hang. Use the per-skill --skill commands in the sections above.

Next step

After installing the core skills, run /noui-setup in Claude Code to configure the environment (venv, deps, .env, Chrome extension).

What each skill does