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)
An MCP server that lets AI agents draw hand-drawn Excalidraw diagrams as files on your machine.
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.
SKETCHDEX_VAULT, SKETCHDEX_BROWSERYou 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": {
"sketchdex": {
"command": "npx",
"args": [
"-y",
"sketchdex"
],
"env": {
"SKETCHDEX_VAULT": "your-value",
"SKETCHDEX_BROWSER": "your-value"
}
}
}
}Run this in your terminal
claude mcp add sketchdex --env SKETCHDEX_VAULT=your-value --env SKETCHDEX_BROWSER=your-value -- npx -y sketchdexFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"sketchdex": {
"command": "npx",
"args": [
"-y",
"sketchdex"
],
"env": {
"SKETCHDEX_VAULT": "your-value",
"SKETCHDEX_BROWSER": "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": {
"sketchdex": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sketchdex"
],
"env": {
"SKETCHDEX_VAULT": "your-value",
"SKETCHDEX_BROWSER": "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.
SKETCHDEX_VAULT envSKETCHDEX_BROWSER 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 8, 2026
The registry name was verified with the GitHub account lucasr1b, 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 (0.1.2) reached the registry 2 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:↓ Downloads per weeki★ 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.
Give your agent a whiteboard. sketchdex.dev
Sketchdex is an MCP server that lets Claude, Codex, Cursor and any other MCP client draw hand-drawn Excalidraw diagrams while it explains something. Scenes are real .excalidraw files in a folder on your machine. The agent can draw, look at what it drew, and fix it; you can open the result in the bundled library app or on excalidraw.com and keep editing.
Built on the official @excalidraw/excalidraw package, so the canvas is the real thing. MIT.
Needs Node 20 or newer. Rendering (render_scene) needs a Chromium-based browser on the machine: Chrome, Chromium, Edge or Brave. Everything else works without one.
The quickest way is to let the agent you already have do it. Paste this into any agent that can run commands:
install the sketchdex mcp server for me. run
npx -y sketchdex docs installfor the steps.
Or by hand:
Claude Code
claude mcp add --scope user sketchdex -- npx -y sketchdex
Codex
codex mcp add sketchdex -- npx -y sketchdex
Cursor
Add to Cursor, or in ~/.cursor/mcp.json:
{
"mcpServers": { "sketchdex": { "command": "npx", "args": ["-y", "sketchdex"] } } }
VS Code
code --add-mcp '{"name":"sketchdex","command":"npx","args":["-y","sketchdex"]}'
Claude Desktop, Windsurf, Gemini CLI, anything else takes the same mcpServers block as Cursor, or the command npx -y sketchdex as a stdio server. npx -y sketchdex docs install has the exact file for each.
Then, in a session: *draw me how the event loop works using sketchdex*.
Scenes are saved to ~/Documents/sketchdex. Point them somewhere else with --vault /path/to/folder after the package name, or SKETCHDEX_VAULT in the server's environment. An iCloud or Dropbox folder works.
The manual ships inside the package so an agent can answer setup questions and fix problems without anyone reading a page:
npx -y sketchdex docs [topic] prints it (topics: install, vault, app, rendering, tools, drawing, troubleshooting, or all).sketchdex_docs tool returns the same text once the server is connected, and the server instructions tell the agent to use it for anything about setup or errors.sketchdex://docs/ .npx sketchdex app
Opens the library in your browser: a grid of scenes with live previews, search, pin, rename, duplicate, import; a full Excalidraw editor for each; a ⌥K switcher; and a History sidebar showing every agent write with the label the agent gave it, so you can preview, keep or revert each one. The app notices agent writes as they happen.
The same process serves the tools over HTTP at POST /mcp and as plain REST at POST /api/agent/:op, localhost only.
Nineteen tools over stdio. The ones that matter:
| Tool | Does |
|---|---|
describe_scene | Structure, not pixels: bounds, counts, a rounded summary per element. Start here. |
add_elements | Boxes, arrows, text, generated shapes (polygon, star, arc, capsule, path). label on a shape adds bound text; start/end on an arrow bind it. |
update_elements | One id and the fields that change. The read-modify-write happens server-side, so a two-line edit costs two lines. |
import_svg | Write an SVG, get hand-drawn editable elements grouped as one piece. The way to draw anything that has to look like something. |
render_scene | A real canvas render as PNG, whole scene or a region, so the agent can look at its own work. |
check_scene | Layout problems found by geometry: hidden text, overlapping labels, dangling arrows, strays. |
snapshot_scene, list_history, restore_snapshot | The safety net. Every write snapshots the previous state first. |
sketchdex_docs | The manual by topic, so the agent can answer setup questions and fix errors itself. |
The full manual the agent reads is BRIEF.md: the element format, the hand-drawn contract (roughness, sparse anchors, flat colour, no clip-art), paper and ink rules, and the things that will bite.
.excalidraw file. Atomic writes (temp file, rename), deletes go to trash/, and index.json is a cache the server rebuilds from the files if it is lost.~/Documents/sketchdex/
├── index.json names, timestamps, pins (a cache, not the truth) ├── scenes/ .excalidraw the scene itself, real Excalidraw format ├── thumbs/ .svg library previews ├── history/ / snapshots taken before agent writes, gzipped └── trash/ - .excalidraw
import { createAgentApi } from "sketchdex";
const api = createAgentApi(); // or createAgentApi("/path/to/vault") await api.describeScene("Brain Dump");
Same implementation as the MCP and REST surfaces. Works with the app closed.
git clone https://github.com/lucasr1b/sketchdex
cd sketchdex npm install # also retunes Excalidraw's colour picker for dark paper npm run dev # app + API + HTTP MCP on http://localhost:5173 npm run build # dist/, which the CLI and the render page need node bin/sketchdex.js app
For an MCP client pointed at a checkout, use node /path/to/sketchdex/mcp/server.js as the command. In a checkout the server hot-reloads its worker when a file under server/ or mcp/ changes, so edits are live on the next tool call without restarting the client.
npm run lint, npx tsc -p tsconfig.app.json --noEmit and npm test before committing. The test packs the package, installs it into a clean project and drives it through a real MCP client, including a render; CI runs it on macOS, Linux and Windows. AGENTS.md maps the codebase and the rules that must survive edits. There is also a macOS desktop shell: npm run electron:dev.
#121212) and nothing is ever colour-inverted: the canvas, thumbnails and renders show every hex exactly as written. Paper colour is per scene (viewBackgroundColor).SKETCHDEX_BROWSER=/path/to/browser if the browser is somewhere unusual.⌘K opens the scene switcher, which shadows Excalidraw's own "add link" shortcut; use the context menu for links.