Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
作者による説明(英語の原文)
Figma designs pulled once into a local vault; AI agents read them offline with no rate limits
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"figma-vault": {
"command": "npx",
"args": [
"-y",
"figma-vault",
"mcp"
]
}
}
}ターミナルでこれを実行します
claude mcp add figma-vault -- npx -y figma-vault mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"figma-vault": {
"command": "npx",
"args": [
"-y",
"figma-vault",
"mcp"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"figma-vault": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"figma-vault",
"mcp"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント NBhey で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.1.5)がレジストリに届いたのは39 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Figma Context MCP, Claude Real Video, Figma MCP Server
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
The Figma MCP server brings Figma design context directly into your AI workflow.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
English · Русский
Pull a Figma frame once. Then Claude Code, Codex or any MCP agent reads it as often as it likes: offline, with no Figma token and no rate limits.
Try it in 30 seconds. You don't need a Figma token for this:
npm i -g figma-vault
figma-vault init && figma-vault demo && figma-vault check
How it works: the pull normalizes the frame and writes it to disk. The agent then reads it over MCP.
one developer: figma-vault add <link> → vault → git commit
the rest of the team: the agent reads it over MCP, no Figma token needed
Figma's MCP server and REST API are rate-limited, and on some seats the limit is tiny. While building a UI, an agent goes back to the design all the time to check a margin, a colour or a font size. That can mean dozens of calls in one session. You hit the limit fast and the work stops.
With figma-vault, the number of Figma calls doesn't depend on what the agent does. Each design costs a fixed number of calls, spent once when you pull it.
| Figma Dev Mode MCP | figma-vault | |
|---|---|---|
| who calls Figma | the agent, while it works | the CLI, once |
| how many calls | grows with the agent's work | fixed per design |
| does every reader need a token | yes | no |
| works offline | no | yes |
There's a side effect: the design becomes a file in your repository. A developer without access to the Figma file (no licence, no permissions, no token) still gets the whole design.
Other projects work on the same problem. The Framelink Exporter plugin exports a design to a zip for offline use, and there are caching forks of Framelink's Figma MCP. figma-vault takes a different approach:
doc.json follows a written contract, and a strict validator checks every file.Requires Node.js 22+.
npm i -g figma-vault
figma-vault init
This creates .figma-vault/, registers the server in the project's .mcp.json (other entries are left alone), adds .env to .gitignore and installs a /figma slash command for Claude Code.
Use --no-command to skip the /figma command, so the agent gets only the read-only vault_* tools.
figma-vault init --global
The vault lives in ~/.figma-vault/ and the server is registered in the agent's user config. The project repository never learns the tool exists. Use this when you can't add config or dependencies to the project.
figma-vault add "https://figma.com/design/KEY/Project?node-id=127-4532"
figma-vault add " " " "
figma-vault add " " " " --no-assets
figma-vault add " " --expand --max-screens 20
To get the link, right-click a frame in Figma and choose Copy link to selection.
figma-vault limits "<frame link 1>" "<frame link 2>" # probe access before pulling
figma-vault list # what has been pulled so far figma-vault check # verify the whole chain works figma-vault demo # add a demo design, no token needed
CLI output, errors and the MCP tool descriptions are in English by default; the /figma command it installs is in English too. README.ru.md is a translation of the documentation only.
After init, Claude Code has one command:
/figma <frame link> [more frame links...]
It pulls the design, reads it over MCP and builds the UI following the project's conventions.
REST API limits depend on the token, plan and seat type. Both node reads and image renders are Tier 1 endpoints. figma-vault limits " " [more links...] spends one shallow node read plus up to ceil(S/40) screen render requests per file. It skips rendering SECTION and CANVAS selections as whole images; their child screens are not probed. A successful probe cannot guarantee the full pull: asset renders can require additional requests.
For a file with S selected screens and R unique raster assets, when each screen has fewer than 40 raster assets, a successful pull typically uses:
| requests | |
|---|---|
selected node trees (/v1/files/:key/nodes) | 1 per file |
screenshots and raster assets (/v1/images, batches of 40 IDs) | ceil((S + R) / 40) per file |
| icons with local geometry | 0 |
For example, two screens in one file with three unique raster assets take one node read and one image render if the five IDs fit in a batch. At 40 or more raster assets on one screen, screenshots are rendered separately. --expand first probes containers with depth=1, adding at least one node request per file. SVG fallback renders, failed requests and retries can add calls. On a real 332-node design, 141 icons needed no render calls. After the pull, the agent never calls Figma again.
figma-vault verify compares the page the agent built with the design. The package ships no browser: the snapshot is taken with whatever the project already uses (Playwright, DevTools, the agent's browser tool).
data-figma-node-id=" ", and the main blocks with the ids of their nodes.figma-vault verify --snippet prints a script. Run it on the page and save what it returns to a file.figma-vault verify --snapshot checks it:--tolerance).The result is PASS (exit code 0), FAIL (1, with a list of what is off) or INCOMPLETE (2, when nothing is marked and geometry can't be checked). The /figma command runs this step itself when the project has a browser.
You only need a token to pull new designs. Reading works without one, which is the normal setup for everyone except the person who pulls. So you can test the whole install without creating a token:
figma-vault init && figma-vault demo && figma-vault check
check starts the real MCP server as a child process and talks to it over the protocol. It exits with code 1 when something is actually broken, so you can use it in CI.
In Figma, go to Settings → Security → Personal access tokens → Generate new token. The token needs only one scope: File content → Read-only.
Put it in a .env file in the directory you run the CLI from, as a line FIGMA_TOKEN=figd_..., or set it as an environment variable. If both are set, the environment variable wins.
The MCP server exposes six read-only tools:
| tool | returns |
|---|---|
vault_list | the designs in the vault |
vault_get_doc | a design's node tree; maxDepth limits the depth |
vault_get_node | the subtree of one node |
vault_search | nodes found by name or text |
vault_get_tokens | colours, typography, effects |
vault_get_asset | an image or an icon |
The tree is normalized:
mode: row|column with gap and padding;text.runs);hidden: true. By default the agent doesn't get them, but a parent reports how many it has (hiddenOmitted). Pass includeHidden: true when building a reusable component whose optional slots are switched off on this screen.The raw Figma response is saved next to it in raw.json for debugging.
On a real design, normalization shrinks the tree about 7 times:
raw.json 1.9 MB raw Figma response
doc.json 256 KB what the agent reads
This saves more than disk space. An agent that reads 256 KB instead of 2 MB rebuilds the UI noticeably more accurately.
<vault>/
index.json list of designs / doc.json normalized tree, the main artifact raw.json raw Figma response screenshot.png render of the whole frame assets/ icons and images
The figma-vault/doc@1 schema is described in docs/CONTRACT.md (in Russian). A strict validator checks it. Vaults pulled with 0.1.0 (doc@0) are still read as they are; there is no need to pull them again.
doc.json stands on its own: the MCP server never reads raw.json and never touches the network.
This is an MVP. Here is what it can't do yet.
Retry-After, and never sleeps for more than a minute. If Figma asks it to wait for days, the pull keeps the node tree, records the reason as a warning and doesn't fail. Run figma-vault limits before pulling.The fixture in the repository is synthetic: 29 nodes, enough to install the tool and confirm the chain works without a Figma token.
We checked accuracy separately, on two real designs whose content isn't published here. Results on a product screen with 332 nodes, 15 levels deep:
| check | result |
|---|---|
| design texts present in the rebuilt markup | 41 of 41 |
| icons | 15 of 15, 0 broken links |
| placeholders needed | 1 (a raster avatar) |
| Figma requests in the earlier measured pull | 3 (before combined rendering) |
doc.json against the contract | passes |
Not checked: pixel-perfect match. We compare with Figma's reference render by eye, using npm run dev → /compare/ . figma-vault verify checks texts and the geometry of marked blocks, but no
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