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).

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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.

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Install the core workflow (recommended)#

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

bash

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:

bash

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:

bash

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 <name> commands in the sections above.

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Next step#

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

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What each skill does#

SkillPurpose/noui-setupOne-time setup: venv, deps, .env, Chrome extension/noui-record-loginRecord a login flow and register it with Tabby/noui-record-workflowRecord a browser workflow and export as FastMCP or Skill/noui-generalizeRename raw API params to natural-language params; fix bot-detection issues post-export/noui-autopilotAuto-record workflows without the manual extension popup/noui-generate-mcpList, start, stop, and connect generated MCP servers/noui-generate-skillList, install, and uninstall generated Claude Code Skills across agents/airbnb-search-placesDemo: anonymous Airbnb place search/expedia-stay-searchDemo: authenticated Expedia stay search via Tabby