Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Descripción del creador (original en inglés)
An MCP server that lets AI agents draw hand-drawn Excalidraw diagrams as files on your machine.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
SKETCHDEX_VAULT, SKETCHDEX_BROWSERNecesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"sketchdex": {
"command": "npx",
"args": [
"-y",
"sketchdex"
],
"env": {
"SKETCHDEX_VAULT": "your-value",
"SKETCHDEX_BROWSER": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add sketchdex --env SKETCHDEX_VAULT=your-value --env SKETCHDEX_BROWSER=your-value -- npx -y sketchdexCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"sketchdex": {
"command": "npx",
"args": [
"-y",
"sketchdex"
],
"env": {
"SKETCHDEX_VAULT": "your-value",
"SKETCHDEX_BROWSER": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"sketchdex": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sketchdex"
],
"env": {
"SKETCHDEX_VAULT": "your-value",
"SKETCHDEX_BROWSER": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
SKETCHDEX_VAULT envSKETCHDEX_BROWSER envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub lucasr1b, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.1.2) llegó al registro hace 2 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Figma Context MCP, Claude Real Video, Figma MCP Server
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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.