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)
Lint rendered pages against a design system in a real browser, across six widths, with the fix.
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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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"standards": {
"command": "npx",
"args": [
"-y",
"@appliedform/standards",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add standards -- npx -y @appliedform/standards mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"standards": {
"command": "npx",
"args": [
"-y",
"@appliedform/standards",
"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": {
"standards": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@appliedform/standards",
"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 6, 2026
The registry name was verified with the GitHub account Applied-Form, 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 (5.0.0) reached the registry today.
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.
A design-system conformance gate measured in a real browser. Give it a DTCG token file and a page; it renders the page in Chromium at four fixed widths and two sampled ones, under reduced motion and in print, and checks every computed value against the system's rules. It reports what the browser drew, not what the stylesheet says.
Standards is open so the evidence about it can be checked. Every comparison it is quoted in can be rerun from this repository: the gate beside axe-core and stylelint, the drift survey of public design systems, and the model study and its judging rounds, with every record they were scored from.
npm install @appliedform/standards && npx playwright install chromium
npx standards init --pack instrument # load a system: the free Standards pack, or your pack's tokens.json npx standards lint page.html # your page, judged by that system's rules, at every width
With no system loaded, standards lint judges a page by the rules that hold for any page (contrast, focus, target size, overflow, alt text, heading order, motion) and says how to load one. For an agent, npx standards mcp-config prints the server block for Claude Code or Cursor.
npx standards lint page.html https://example.com/page # every rule, every width
npx standards lint https://example.com/ --register ii # a page that has not declared a register npx standards baseline https://example.com/a --out standards-baseline.json npx standards lint https://example.com/a --baseline standards-baseline.json npx standards fix page.html # apply the fixes it can make; writes page.fixed.html npx standards audit pages/ --fix # every page in a folder, as found and as the fixer would leave it, as one report npx standards drift https://example.com/ --out drift.json # what system a site actually renders npx standards rules # every rule, its severity and what it checks npx standards mcp # the same tools for a model, over MCP
standards fix exits 0 when the fixed page passes every checked rule, 1 when violations remain, and lists what it could not fix by rule and element. standards audit writes one self-contained HTML page (and --json) with the findings by rule and by page, the WCAG criteria the rules touch, what is not checked, and the command that repeats the run. standards lint exits 1 on any error-severity violation not held in the baseline. standards.config.json sets a rule to error, warn or off; standards.config.example.json is a starting point. The exception is a mandatory rule: contrast, text-too-small, target-size, focus-hidden, link-not-underlined, alt-missing, horizontal-overflow and wordmark-live-text, listed under $extensions["form.applied"].levels.mandatory in the token file. A config that sets one of them to warn or off is refused, and standards lint exits 2 (decision 0027 in the Applied Form repository). A system loaded over the token file may raise the thresholds contrast and text-too-small read (floors.body-contrast, display-contrast, large-text-px, large-bold-text-px, text-min-px) and is refused if it lowers one below the token file's own value. A system that declares a pack and states no register.pack is refused too: it judged every page by register alone and then dropped that house rule, so no mandatory rule was measured. So is a system with a register whose background is not a colour. Four gaps are known. On a page whose register the loaded system does not define, with or without a system, a config that lowers register leaves the mandatory rules unmeasured. A system file that declares itself a pack is judged without text-too-small, link-not-underlined and wordmark-live-text. On a page that paints no ground, contrast measures against the ground the system names. The MCP tools standards_lint and standards_fix measure only the widths a caller names, so a call without 320 never measures horizontal-overflow at 320px.
Standards 5.0.0 removed the names the product had before it was called Standards: the af and af-mcp commands, the af_* MCP tools, AF_BRAND and AF_CHROMIUM, af.config.json, af-baseline.json and .af/. They are not read: standards stops with exit status 2 and one line naming the replacement when a variable or file under an old name is in use. standards, the standards_* tools, STANDARDS_SYSTEM, STANDARDS_CHROMIUM, standards.config.json, standards-baseline.json and .standards/ replace them, and the default report file is standards-audit.html. Uninstall @appliedform/engine before installing @appliedform/standards: both ship the af and af-mcp bins, so a global install of one over the other fails with EEXIST. The full list, with what to change, is in docs/migrating-to-5.md.
Documents recorded before the rename, such as the decision records and the evaluation protocol and its results, use the old names, and are not rewritten.
tokens/applied-form.tokens.json is the Reference system: Standards' structure (registers, voices, spacing, floors and every rule's parameters) with a neutral palette derived by standards brand. It exists so Standards can be tested and published. It is not a design to ship. Point it at your own system by replacing the file, or by importing a Standards pack with standards system import.
| What | Where | Rerun |
|---|---|---|
| The gate beside axe-core and stylelint on planted defects | eval/compare.mjs, test/compare.test.mjs | npm run eval:compare |
| Drift across public design systems | eval/drift/ | npm run drift:batch -- all |
| Models generating pages with and without the rules | eval/, docs/evaluation-protocol.md | npm run eval -- --models stub offline, then with keys |
| A judging round with anchors and attention checks | eval/judge-run.mjs | npm run eval:judge |
The protocol was written before the runs it governs, and it says what result would count against Standards. These run from a clone of this repository: the npm package carries Standards and nothing that needs a model SDK, axe-core or stylelint.
npm install
npm run check # build, unit tests, and the clean fixture linted in a real browser
Tests use node:test. Set STANDARDS_CHROMIUM to a Chromium executable if Playwright has not downloaded one.
Apache-2.0. See LICENSE and NOTICE. The name Applied Form and its marks are not licensed.