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)
Give your AI coding agent an architecture canvas to design and evolve diagrams.
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.
You 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": {
"composer": {
"command": "npx",
"args": [
"-y",
"@usecomposer/mcp"
]
}
}
}Run this in your terminal
claude mcp add composer -- npx -y @usecomposer/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"composer": {
"command": "npx",
"args": [
"-y",
"@usecomposer/mcp"
]
}
}
}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": {
"composer": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@usecomposer/mcp"
]
}
}
}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.
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Your choice stays on this device in a cookie; no account needed.
These 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 olivergrabner, 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 (0.1.7) reached the registry 7 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:★ 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.
Composer MCP Server
Give your AI coding agent an architecture canvas.
Design, visualize, and evolve software architecture diagrams - right from your IDE.
Composer is a visual system design tool that lets AI coding agents create and modify interactive architecture diagrams through MCP (Model Context Protocol). Your agent gets tools to add services, databases, queues, and connections, and you get a live canvas at usecomposer.com that updates in real-time.
Your IDE <--> MCP Server (this package) <--> Composer API <--> Your Diagram
Claude Code:
claude mcp add --transport http composer https://mcp.usecomposer.com
Cursor — create .cursor/mcp.json in your project root:
{
"mcpServers": { "composer": { "type": "http", "url": "https://mcp.usecomposer.com" } } }
Your browser will open for authorization on first use.
Claude Code
claude mcp add --transport http composer https://mcp.usecomposer.com
Cursor
Create .cursor/mcp.json in your project root:
{
"mcpServers": { "composer": { "type": "http", "url": "https://mcp.usecomposer.com" } } }
Codex
codex mcp add composer -- npx -y @usecomposer/mcp --stdio
VS Code (Copilot Chat)
Create .vscode/mcp.json in your project root:
{
"servers": { "composer": { "type": "http", "url": "https://mcp.usecomposer.com" } } }
VS Code (Cline)
Open Cline sidebar > Settings (gear icon) > MCP Servers > Add Remote Server:
{
"mcpServers": { "composer": { "type": "http", "url": "https://mcp.usecomposer.com" } } }
VS Code (Continue)
Add to .continue/config.yaml:
mcpServers:
Windsurf
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "composer": { "serverUrl": "https://mcp.usecomposer.com" } } }
Note: Windsurf uses
"serverUrl"instead of"url".
OpenCode
Create opencode.json in your project root:
{
"mcp": { "composer": { "type": "remote", "url": "https://mcp.usecomposer.com" } } }
| Tool | Description |
|---|---|
list_diagrams | List all your diagrams. Call this first to find which diagram to work on |
create_diagram | Create a new diagram and auto-select it for this session |
select_diagram | Select which diagram to work on for this session |
rename_diagram | Rename the currently selected diagram |
Note: Call
list_diagramsthenselect_diagram(orcreate_diagram) before using other tools.
| Tool | Description |
|---|---|
get_graph | Get the full architecture diagram - all nodes and edges |
get_node | Get details for a single node including connected edges |
search_graph | Search nodes and edges by keyword |
get_screenshot | Get a PNG thumbnail of the diagram from the last auto-save |
| Tool | Description |
|---|---|
upsert_node | Create or update a node (service, database, queue, etc.) |
upsert_edge | Create or update a connection between two nodes |
define_api | Define API endpoints on a backend service node |
delete_element | Delete a node or edge from the diagram |
link_path | Link a node to a file or folder in your codebase |
| Tool | Description |
|---|---|
verify_diagram | Check for issues like missing endpoints or orphaned nodes |
plan_import | Step-by-step workflow for importing an existing codebase |
get_guide | Reference guide for node types, protocols, and best practices |
client · frontend · backend · database · cache · queue · storage · external
REST · gRPC · GraphQL · WebSocket · TCP · UDP · async · event · internal
Once connected, try asking your AI agent:
| Prompt | What it does |
|---|---|
| *"Import this codebase into Composer"* | Scans your repo and builds the architecture diagram |
| *"Create a new Composer diagram called Backend Architecture"* | Creates and auto-selects a new diagram |
| *"Add a Redis cache between the API and the database in Composer"* | Adds a new node and edges to the diagram |
| *"Add analytics monitoring to the Composer diagram"* | Adds observability nodes and connections |
| *"Update the APIs I defined in Composer"* | Refreshes endpoint definitions on backend nodes |
| *"Verify my Composer diagram"* | Checks for missing endpoints, orphaned nodes, etc. |
| *"Link each Composer node to its source code"* | Associates diagram nodes with file paths |
Authentication is handled via OAuth 2.1 — your browser opens for a one-time consent flow, and you're connected. Tool calls are proxied to the Composer API at mcp.usecomposer.com. Your diagram data lives on Composer's servers. The MCP server itself is stateless.
Changes made through MCP are immediately visible on the Composer canvas via real-time WebSocket sync.
git clone https://github.com/olivergrabner/composer-mcp
cd composer-mcp npm install npm run dev # Watch mode (rebuilds on change) npm run build # Production build
MIT