Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
제작자가 쓴 설명(영어 원문)
Create, edit, design and export Apple Numbers, Keynote and Pages files. Verified and Arabic-safe.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
IWORK_STUDIO_ROOTS, IWORK_STUDIO_TOOLSETS필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"iwork-studio": {
"command": "uvx",
"args": [
"iwork-studio"
],
"env": {
"IWORK_STUDIO_ROOTS": "your-value",
"IWORK_STUDIO_TOOLSETS": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add iwork-studio --env IWORK_STUDIO_ROOTS=your-value --env IWORK_STUDIO_TOOLSETS=your-value -- uvx iwork-studio실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"iwork-studio": {
"command": "uvx",
"args": [
"iwork-studio"
],
"env": {
"IWORK_STUDIO_ROOTS": "your-value",
"IWORK_STUDIO_TOOLSETS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"iwork-studio": {
"type": "stdio",
"command": "uvx",
"args": [
"iwork-studio"
],
"env": {
"IWORK_STUDIO_ROOTS": "your-value",
"IWORK_STUDIO_TOOLSETS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
IWORK_STUDIO_ROOTS envIWORK_STUDIO_TOOLSETS env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 Arkanji 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(2.6.1)은 24일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Figma Context MCP, Claude Real Video, Figma MCP Server
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Designed decks from your data and your brand, checked as rendered. Arabic-ready.
Every change is backed up, verified and undoable, and anything risky is refused, never guessed.
| 🛡️ Never damages your file | 🎨 Designed from your data | ع Arabic first-class |
|---|---|---|
| Backup → change a copy → re-read and compare → atomic swap. Open files are left alone. One call undoes any change. | Turn a spreadsheet into a Keynote deck with chart and table slides in your brand kit, then review it as rendered. | Arabic and right-to-left text round-trip exactly, in every app and every export. |
Install · Try it · Safety · What it can do · All tools · For AI agents · Changelog
15 seconds: data → designed deck → a safe rollback → Arabic. HD video
▶ Watch the film with sound (46s) · Read the launch story
| Your app | Do this | |
|---|---|---|
| Claude desktop app, one click (Mac) | Download iwork-studio- .mcpb from the latest release, double-click it, pick the folders it may use | |
| Claude desktop app (Mac, from Terminal) | Paste in Terminal: `curl -LsSf https://raw.githubusercontent.com/Arkanji/iwork-studio/main/install.sh \ | sh`, then quit Claude (Cmd-Q) and reopen |
| Claude Code, as a plugin (tools + skill) | /plugin marketplace add Arkanji/iwork-studio, then /plugin install iwork-studio@iwork-studio | |
| Claude Code, tools only | claude mcp add iwork-studio -- uvx --from iwork-studio@latest iwork-studio-mcp | |
| Hermes Agent (tools + skill) | hermes plugins install iwork-studio, then hermes plugins enable iwork-studio. See hermes/ | |
| Cursor, VS Code, Codex, any MCP client | uvx --from iwork-studio@latest iwork-studio-mcp config, then paste the printed JSON into the client's MCP settings. Also listed in the MCP Registry as io.github.Arkanji/iwork-studio |
That's it. The installer sets up uv if needed, and uv brings its own Python.
… | sh -s -- --roots ~/Documents ~/Desktop limits it to those folders. Other clients: set IWORK_STUDIO_ROOTS (:-separated).IWORK_STUDIO_TOOLSETS=keynote,design (any of files, numbers, keynote, pages, design; default all). Fewer tools keep the AI focused and its context small. The Claude Desktop extension has a *Toolsets* field; in Claude Code: claude mcp add iwork-studio -e IWORK_STUDIO_TOOLSETS=keynote,design -- uvx --from iwork-studio@latest iwork-studio-mcp. Capabilities, read, find, undo and the kit list always load.uvx --from iwork-studio@latest iwork-studio-mcp uninstallAI agent setting this up for someone? Pick the row for their app, run it, then call
iwork_capabilities. Rules for using the tools are inAGENTS.md.
No file handy? Ask *"copy the iWork Studio samples to my Desktop and turn sample-sales.numbers into a board deck"*. The samples are synthetic sales data with an English and an Arabic sheet.
*"Build a 6-slide pitch deck for a solar-panel startup in the midnight kit, with speaker notes, and export it to PowerPoint."*
*"Turn sales.numbers into a board deck: chart the quarters, a table of the top regions, in our Acme kit."*
*"Take the fonts and colours from brand.key and save them as our Acme kit."*
*"Review pitch.key and fix anything that overflows or is too small to read."*
*"Make budget.numbers look professional with the banking kit — and show me a preview first."*
*"Turn sales.csv into a Numbers file, make the header bold on a teal fill, show column B as SAR with two decimals, and add a total row."*
*"In pitch.key, switch to the Gradient theme, make the title on slide 1 white at 60 pt, add a dissolve between every slide, and put logo.png on the last slide."*
*"Add a bar chart of revenue by quarter for 2025 and 2026 to slide 4."*
*"Duplicate slide 3, move the copy to the front and add presenter notes: ملاحظات المتحدث"*
*"Fill the Name and Date fields in offer-letter.pages, then export it as a password-protected PDF."*
*"In the invoice.pages table, set the quantity in B3 to 12 and make D9 the total of D2:D8."*
*"Find my Keynote decks from this week and export each one to PowerPoint."*
*"Undo the last change to budget.numbers."*
| Numbers | Keynote | Pages | |
|---|---|---|---|
| Read | Every sheet, table, cell, formula and format | Every slide's text, notes, layout, theme, styling and charts | Body text, placeholders and tables |
| Create | From data or CSV ⚡ · from a built-in template · from your own file | A designed deck from an outline, with chart and table slides (straight from a Numbers table) · from a built-in theme · from your own deck | From a built-in template · from your own file |
| Edit content | Cells ⚡ · formulas · recalculate · insert/delete rows and columns ⚡ · add tables and sheets ⚡ · sort | Find/replace across the deck ⚡ · slide titles and bullets · add, duplicate, delete, move, hide slides · presenter notes · images · charts · tables | Replace text everywhere · replace the body · fill placeholders · table cells (text, numbers, formulas) |
| Design | Design kits ⚡ · your brand kit ⚡ · fonts, colours, fill, alignment, wrap ⚡ · currency, %, dates, decimals ⚡ · borders ⚡ · widths and heights ⚡ · headers ⚡ · merges ⚡ | Design kits · your brand kit · theme · slide layout · text font, size and colour · styled tables · transitions | — |
| Review | Design review of what Keynote draws: text off the slide or past its box, text Keynote had to shrink, overlaps, small text, crowded slides · any slide as an image | ||
| Export | PDF · Excel · CSV | PDF · PowerPoint · images · movie | PDF · Word · EPUB · text · RTF |
| Present | Start, stop, next, previous |
⚡ = works anywhere, no app needed (pure Python). Everything else drives the real app on a Mac with a logged-in session, classic iWork or the Creator Studio apps.
Every file type: preview any change before it's made (dry_run), look up metadata, pull the preview thumbnail, find files with Spotlight, check that a word is visibly rendered, check the rendered font/size/colour, list backups and undo.
On purpose, so it never breaks a file:
numbers_sort with to_new_table) and build a Keynote chart slide from it.Six design kits turn a plain deck or table into something you'd present: a font pair (Latin + Arabic, all bundled with macOS — nothing to install), a restrained palette checked for WCAG contrast, and a type scale.
| Kit | Feel |
|---|---|
executive | Calm and corporate: slate neutrals, one blue accent |
banking | Trust and weight: deep navy, restrained gold |
classic | Formal reports and boards: serif headings, navy and amber |
teal | Fresh and confident: deep teal |
analytics | Data-forward: strong blue, amber highlights |
midnight | Dark stage: near-black slides, white titles, mint accent |
Build with one (keynote_build_deck(..., kit="midnight")), restyle anything (keynote_apply_design, numbers_apply_design), or bring your brand as colours and fonts — contrast is checked. Agents also get a design guide: one idea per slide, titles that state the takeaway, right-aligned numbers, restrained colour.
Your brand, once. Point iwork_extract_design_kit at a deck or table that already has your look: it reads the fonts (Latin and Arabic) and colours, and saves them as a named kit you can use anywhere a kit goes. Or save your colours and fonts directly with iwork_save_design_kit.
Numbers on slides. A slide in keynote_build_deck can carry a chart or a table, from data or straight from a Numbers table: the header row gives the columns, the first colum
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요