mobbin-forge

The original mobbin-mcp is archived and broken. This fork fixes it.

An MCP server that works with Mobbin — 600k+ real app screens and flows from 1,100+ apps. Search screens, browse flows, grab palettes, build better UI without leaving Claude. Mobbin has no public API. This server reverse-engineers their internal endpoints.

This works. Fork tested live 2026-07-14. Unwraps Mobbin's new .value wrapper, handles type drift (popularApps now category-grouped), confirmed 893 apps + 42 categories running. Ground truth API responses in repo.

What works right now

✅ getSearchableApps(platform) — 893 real apps (Disney+, ChatGPT, Arc Search...)
✅ getPopularApps(platform) — 42 categories grouped (ai, finance, crypto, productivity...)
✅ getAppScreens(appId, platform) — the target app's full structured screen set, including patterns and UI elements. Pixel-verified on ChatGPT (384 screens), Claude (107), and Perplexity (131). Point at an app, get the right app — not recommendation noise.
✅ Image downloads — CDN URLs via Bytescale (public, no auth, tested with real webp files)
✅ Auth — Session cookie stored chmod 600 in ~/.mobbin-mcp/auth.json, free account works

11 MCP tools: search apps/screens/flows, quick search, get app screens/flows, popular apps, collections, screen detail + color extraction, filters.

Related MCP server: figma-unified-mcp

One limitation

Global cross-app search moved to client-side rendering (Next.js SPA state), so it's not directly callable yet. Everything else — per-app screens, categories, downloads — works great. You browse app-by-app, which is how you'd design anyway. Restoration playbook in investigate-search-routes.md if you want to hack on it.

Setup

Prerequisites

• Node.js 18+

• A Mobbin account (free works)

1. Install & build

git clone https://github.com/Jelil-ah/mobbin-forge.git
cd mobbin-forge
npm install
npm run build

2. Authenticate

npx mobbin-mcp auth

Follow prompts: open mobbin.com, log in, run copy(document.cookie) in browser console, paste into CLI. Session saved to ~/.mobbin-mcp/auth.json (chmod 600), auto-refreshed. For env-var auth, see CONTRIBUTING.md.

3. Add to Claude Code

claude mcp add mobbin -- npx -y mobbin-mcp

Claude Desktop / Codex: add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "mobbin": {
      "command": "npx",
      "args": ["-y", "mobbin-mcp"]
    }
  }
}

Example prompts

• "Show me how DoorDash and Uber Eats handle checkout flows"

• "Pull up Duolingo's onboarding and walk me through the design decisions"

• "Find login screens using bottom sheets and extract color palettes"

How it works

Calls Mobbin's internal API routes using your session cookie. Tokens auto-refresh via Supabase and persist to ~/.mobbin-mcp/auth.json. getAppScreens resolves the target app's real version, then parses its structured Next.js RSC data chunk — screens, patterns, elements, and dimensions — before downloading images through Bytescale. Optional color extraction uses sharp.

Credits

Forked from pdcolandrea/mobbin-mcp. Respect to the original — pioneered reverse-engineering Mobbin's API. This fork exists because upstream is archived and the API changed.

License

ISC