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)
Photos and a brief in, finished social-media designs out. First design free, no account.
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.
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Works in Claude on the web, desktop and mobile:
https://api.zaps.design/mcpRun this in your terminal
claude mcp add --transport http zaps https://api.zaps.design/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"zaps": {
"url": "https://api.zaps.design/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": {
"zaps": {
"type": "http",
"url": "https://api.zaps.design/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.
ChatGPT connects only to servers on the internet:
https://api.zaps.design/mcpMenu names can differ slightly by plan and over time.
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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 against the domain zaps.design (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 31 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
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.
Turn someone's photos into finished social-media designs (stories, carousels, reel covers, invites) from any AI agent. Give it photos and a brief, and Zaps picks matching templates, places the photos and the words, and returns finished images with a link to keep editing each one in the Zaps editor.
https://api.zaps.design/mcp (MCP, Streamable HTTP).| Client | Command |
|---|---|
| Claude Code | /plugin marketplace add turnip-agentic/zaps-agent then /plugin install zaps@zaps |
| Claude Code (server only) | claude mcp add --transport http zaps https://api.zaps.design/mcp |
| Codex | codex plugin marketplace add turnip-agentic/zaps-agent then codex plugin add zaps@zaps |
| Antigravity | agy plugin install or agy mcp add zaps https://api.zaps.design/mcp |
| Gemini CLI | gemini extensions install https://github.com/turnip-agentic/zaps-agent |
| Cursor | npx github:turnip-agentic/zaps-agent install cursor |
| Windsurf | npx github:turnip-agentic/zaps-agent install windsurf |
| opencode | npx github:turnip-agentic/zaps-agent install opencode |
| VS Code / GitHub Copilot | code --add-mcp '{"name":"zaps","type":"http","url":"https://api.zaps.design/mcp"}' |
| Any agent with skills | npx skills add turnip-agentic/zaps-agent |
| ChatGPT | Find Zaps in the ChatGPT plugin directory |
| Anything else | Add https://api.zaps.design/mcp as a remote (HTTP) MCP server |
No install at all? One GET makes a design: https://api.zaps.design/make?brief=Birthday%20Party,%20Friends&photo= &text=Happy%20Birthday. In a browser, https://api.zaps.design/make is a form that takes photo files.
| Path | For |
|---|---|
skills/zaps-design/SKILL.md | The skill: how to write the brief, upload photos and make designs |
plugin.json, mcp.json | Agent Plugins manifest (ChatGPT, Codex, Cursor) |
.claude-plugin/, .mcp.json | Claude Code plugin and marketplace |
.agents/plugins/marketplace.json | Codex marketplace |
mcp_config.json | Antigravity plugin MCP config |
gemini-extension.json, GEMINI.md | Gemini CLI extension |
server.json | MCP Registry entry |
bin/zaps-mcp.mjs | install helper, and a stdio bridge for clients without remote MCP |
| Tool | Does |
|---|---|
create_designs | Photos and a brief in, several finished designs out. The main call. |
upload_images | Upload links (or inline bytes) for photos on the caller's machine. Free. |
search_templates | Rank the template catalogue by a description. Free. |
fill_template | Render one chosen template with photos. |
Docs: https://zaps.design/docs/api · Privacy: https://zaps.design/privacy · Terms: https://zaps.design/terms · Support: https://zaps.design/support
The photos and text you send are used to make your designs. How Zaps collects, uses, shares and retains data is set out in its privacy policy: https://zaps.design/privacy. Contact: https://zaps.design/support.