inspo

MCP serverWeb & browsing

Lets your agent study real production websites for design ideas like palettes, fonts and reference JSX.

Use inspo in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add inspo and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use inspo to search screens

Details

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

About this server

Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.

Install inspo

The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user inspo 'https://inspomcp.dev/api/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://inspomcp.dev/api/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=inspo&config=eyJ1cmwiOiJodHRwczovL2luc3BvbWNwLmRldi9hcGkvbWNwIn0=

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://inspomcp.dev/api/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add inspo --url 'https://inspomcp.dev/api/mcp'

    Run it once, then sign in with codex mcp login inspo if the server asks for an account.

From the project's README

As published by nutlope/inspo in README.md.

With and without

Same brief, same model, no design skill on either run. The only difference: the page on the right was built with Inspo MCP on the session.

That gap is the product. Agents have tools but not taste, and the open web already holds every reference they need: Inspo assembles, tags, and addresses it.

What's inside

  • 2,320 pages across 832 real sites, each captured on desktop and mobile, with traced palettes, real fonts, detected tech, and a fold-by-fold autopsy on every page.
  • 68 canonical reference components (heroes, pricing, footers, navs, and more), each demonstrating one named macrostructure, with copy-pasteable JSX.
  • A DESIGN.md for every site, extracted from its DOM: semantic palette roles, type ramp, spacing scale, CSS variables, container width.

Fifteen tools expose all of it; recommend(brief) composes most of them into one call. The full tool table lives in apps/mcp/README.md.

Tech stack

  • TypeScript MCP server with two transports: stdio via npm, and Streamable HTTP served by the site's own Vercel deployment. No database at query time; the catalogue ships as a static seed.
  • Next.js 16 + Tailwind v4 gallery: the archive browser and the curator dashboard.
  • Playwright capture worker: desktop and mobile shots, palette, type ramp and CSS variable extraction, tag and autopsy passes via Together AI.
  • Together AI embeddings behind semantic search and find_similar.
  • A smoke harness that boots the server in-process and exercises the core tools.

Cloning & running

  1. One command, any client: npx -y inspo-mcp install (detects Claude Code, Cursor, Codex, VS Code, Windsurf, Zed, Claude Desktop and writes the config; --dry-run shows the plan)
  2. Or point a client at the hosted endpoint yourself: claude mcp add --transport http inspo https://inspomcp.dev/api/mcp
  3. Or clone: git clone https://github.com/Nutlope/inspo.git && cd inspo && pnpm install
  4. Gallery: pnpm dev, then open localhost:3000
  5. Dev loop: pnpm --filter @inspo/mcp test

Per-client snippets (Cursor, Windsurf, Zed, Claude Desktop) are on the MCP page; the self-host runbook is DEPLOY.md.

Roadmap

  • show the desktop and mobile capture side by side on every screen page
  • backfill component crops so find_components returns a crop for every hit
  • paginate the list tools instead of capping them
  • re-shoot the mobile set at retina scale
  • Accounts and paywalls are skipped on purpose: the archive is more useful free.

Want a site in the archive? Append it to apps/worker/src/seed-urls.ts and open a PR. The bar: does it make the archive better for someone building a website?

Security

Every tool is read-only. The one path that touches the outside world - get_design_system(live:true), which supplements thin captured tokens from the screen's own source - passes each URL and redirect through an SSRF guard: public named hosts only, ports 80 and 443, byte-capped body, no JS execution. The hosted endpoint logs tool name, success and duration per call, never IPs or query text.

MIT, copyright Together AI and contributors. The screenshots remain the work of their designers: every screen credits and links its source, and takedowns are honoured at /dmca.

Tools it offers (15)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • search_screens
  • get_screen
  • get_design_system
  • find_similar
  • compare
  • find_by_color
  • find_examples_for_macrostructure
  • list_collections
  • get_filters
  • get_site_pages
  • find_components
  • get_collection
  • find_reference_components
  • recommend
  • get_reference_jsx

Signals

GitHub stars
816
Forks
52
Last commit
Oct 2026
Weekly downloads
1k
Weekly_downloads
2k weekly_downloads
Advanced
Delivery
inspo MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-nutlope-inspo
Source
github.com/nutlope/inspo
Hosted endpoint
https://inspomcp.dev/api/mcp