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)
Create, edit, design and export Apple Numbers, Keynote and Pages files. Verified and Arabic-safe.
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.
IWORK_STUDIO_ROOTS, IWORK_STUDIO_TOOLSETSYou need
Which app do you use?
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": {
"iwork-studio": {
"command": "uvx",
"args": [
"iwork-studio"
],
"env": {
"IWORK_STUDIO_ROOTS": "your-value",
"IWORK_STUDIO_TOOLSETS": "your-value"
}
}
}
}Run this in your terminal
claude mcp add iwork-studio --env IWORK_STUDIO_ROOTS=your-value --env IWORK_STUDIO_TOOLSETS=your-value -- uvx iwork-studioFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"iwork-studio": {
"command": "uvx",
"args": [
"iwork-studio"
],
"env": {
"IWORK_STUDIO_ROOTS": "your-value",
"IWORK_STUDIO_TOOLSETS": "your-value"
}
}
}
}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": {
"iwork-studio": {
"type": "stdio",
"command": "uvx",
"args": [
"iwork-studio"
],
"env": {
"IWORK_STUDIO_ROOTS": "your-value",
"IWORK_STUDIO_TOOLSETS": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
IWORK_STUDIO_ROOTS envIWORK_STUDIO_TOOLSETS envThese 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 Arkanji, 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 (2.6.1) reached the registry 24 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) 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.
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
Only the beginning is shown; read the rest in the repo