Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Description from the maker (original English)
Extract a website’s design tokens (colors, type, spacing, shadows) as DESIGN.md, W3C, or CSS.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"designscan": {
"command": "npx",
"args": [
"-y",
"@designscan/extractor",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add designscan -- npx -y @designscan/extractor mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"designscan": {
"command": "npx",
"args": [
"-y",
"@designscan/extractor",
"mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"designscan": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@designscan/extractor",
"mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account ms-zaman, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.0) reached the registry 5 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
URL → design tokens → DESIGN.md. Point it at any website and get a spec-compliant DESIGN.md file (YAML tokens + prose) that AI coding agents can read to match that site's look.
Every run can also emit a self-contained HTML proof sheet (--preview) that renders the extracted tokens — color roles, type specimens, spacing/radius scales, components — so you can eyeball the result before trusting it:
A DESIGN.md is always *consumed by an AI coding agent* (Cursor, Claude Code, …). So rather than run our own LLM to resolve semantic intent, every file ends with a Notes for your coding agent section: deterministic, per-extraction instructions computed from the actual tokens — heading hierarchy vs. a muted text color, sub-AA body contrast, brand-font fallback, the primary-button contract, shape/spacing rhythm. The reasoning stays on our side (no API key); the *application* happens for free inside the agent you already use.
It measurably changes the output. Below: the same stripe.DESIGN.md cloned by an agent that ignored the notes (left) vs one that followed them (right) — identical tokens, layout, and copy:
A growing, curated library of real-brand specs lives in examples/ — each one a DESIGN.md, an HTML preview, and the raw token JSON, indexed in examples/README.md (visual gallery: index.html).
Rebuild it from the committed JSON with pnpm seed rebuild (no network), or add brands with pnpm seed add — degenerate / bot-challenged pages are skipped automatically so the corpus only holds trustworthy specs.
| Path | What |
|---|---|
packages/extractor | The extraction + generation engine (Playwright → tokens → DESIGN.md). |
packages/designscan | The short npm name — a thin CLI shim over the engine (npx designscan ). |
examples/ | The brand corpus — DESIGN.md + HTML preview + token JSON per brand, with a gallery index. |
The engine ships as the publishable @designscan/extractor package — a designscan CLI and a typed library — with designscan as its short npx alias.
# one-off, no install
npx designscan stripe.com --md --out stripe.DESIGN.md
npm i -g @designscan/extractor npx playwright install chromium # one-time (the engine drives headless Chromium) designscan stripe.com --md --preview --out stripe.DESIGN.md
This is a pnpm workspace (corepack enable to get pnpm).
pnpm install
pnpm --filter @designscan/extractor exec playwright install chromium # one-time
pnpm extract stripe.com
pnpm extract stripe.com --md --out out/stripe.DESIGN.md
pnpm extract vercel.com --md --theme dark --out out/vercel.dark.DESIGN.md
pnpm extract vercel.com --md --theme both --out out/vercel.DESIGN.md
pnpm extract stripe.com --md --preview --out out/stripe.DESIGN.md
pnpm extract stripe.com --format w3c --out out/stripe.tokens.json # W3C Design Tokens (Style Dictionary etc.) pnpm extract stripe.com --format css --out out/stripe.tokens.css # CSS custom properties, paste-ready
pnpm extract stripe.com --strict --quiet
pnpm seed add tailwindcss.com vercel.com # extract live + add to the corpus pnpm seed rebuild # regen md/preview/gallery from JSON
| Script | Does | |||||
|---|---|---|---|---|---|---|
| `pnpm extract [--format json\ | md\ | w3c\ | css] [--theme light\ | dark\ | both] [--preview] [--strict] [--timeout ms] [--out f]` | Extract tokens in your format: profile JSON, DESIGN.md (--md shorthand), W3C Design Tokens, or CSS custom properties (--theme both = light + dark in one file; --preview = HTML proof sheet beside it; --strict = non-zero exit on a degenerate result) |
pnpm seed rebuild / pnpm seed add | Build the brand corpus under examples/ (md + preview + gallery; add extracts live) | |||||
pnpm build | Compile the publishable package (tsc → dist) | |||||
pnpm typecheck | Type-check all packages | |||||
pnpm test | Run the test suite (vitest) | |||||
pnpm check | Biome — format + lint (use pnpm format to auto-fix) | |||||
pnpm lint:designmd | Validate examples/*.DESIGN.md against the official spec |
All of these run on every push/PR via GitHub Actions. The engine is consumable as a library through its public API (packages/extractor/src/index.ts).
DESIGN.md, lint-clean)--preview → self-contained token proof sheet, light/dark toggle)DESIGN.md now ships a Notes for your coding agent section: deterministic, per-extraction instructions (contrast, heading hierarchy, font fallback) so the consuming agent applies the tokens with intent — no LLM on our side. (Optional LLM-refined prose still future.)pnpm seed, curated corpus + gallery) done; npx … add / checkout nextSee packages/extractor/README.md for the full roadmap and engine details.