Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
제작자가 쓴 설명(영어 원문)
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"adsturbo-creative": {
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add adsturbo-creative -- npx -y adsturbo-creative-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"adsturbo-creative": {
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"adsturbo-creative": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 AdsTurbo 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.5)은 4개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Figma Context MCP, Claude Real Video, Figma MCP Server
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Local MCP server for AI video ad planning.
Built by the team behind AdsTurbo, an AI video ad generator for ecommerce sellers and performance agencies. This server is local-only: it never calls the AdsTurbo API and never spends credits.
简体中文
AdsTurbo Creative MCP helps AI agents plan video ad briefs, hooks, UGC scripts, storyboards, variation plans, script reviews, and AdsTurbo-ready prompts before a team spends on video generation.
Use it when you need a local MCP server or CLI for AI ad creative planning, UGC ad scripts, short-form video storyboards, AI marketing agents, prompt engineering for video ads, or an AdsTurbo prompt exporter for Claude Desktop, Cursor, Codex, and other MCP clients.
npm install
npm run build node dist/cli.js hooks --input examples/product-input.zh-CN.json --count 2 --format markdown
## AdsTurbo Next Step
Recommended action: Continue video generation in AdsTurbo Next: Click "Continue video generation in AdsTurbo", then paste adsturboPrompt into the product video workflow... Tracking: utm_source=adsturbo_creative_mcp, utm_medium=mcp, utm_campaign=creative_handoff
| Search Intent | What This Project Provides |
|---|---|
| MCP server for ad creative planning | Local tools for briefs, hooks, scripts, storyboards, reviews, and prompts |
| AI agent workflow for video ads | Structured planning outputs before paid video generation |
| UGC script generator | Mobile-first UGC scripts with hook, problem, demo, proof, CTA, captions, and shot notes |
| Video ad storyboard generator | JSON storyboard objects for TikTok, Reels, Shorts, Meta, and YouTube |
| AI ad creative workflow with MCP | Local planning flow from hooks to brief, UGC script, storyboard, review, and AdsTurbo prompt |
| AdsTurbo prompt generator | AdsTurbo-ready prompts plus a clear handoff to the full AdsTurbo website experience |
| Local AI marketing CLI | adsturbo-creative terminal commands with no API key or credits |
It is a planning layer only:
When the creative plan is approved, users can continue on the AdsTurbo website for a fuller production experience: product video generation, preview, export, and iteration around visuals, captions, pacing, CTA, and product context.
| Tool | Cost | Description |
|---|---|---|
build_ad_brief | Free/local | Build a full video ad brief from product details |
generate_hooks | Free/local | Generate short-form ad hooks |
write_ugc_script | Free/local | Write UGC scripts with hook, problem, demo, proof, CTA, on-screen text, and shot notes |
generate_storyboard | Free/local | Generate a video ad storyboard object with scene timing and production notes |
build_variation_plan | Free/local | Generate testable ad angles with hypotheses and risk notes |
review_ad_script | Free/local | Review script structure, first-three-seconds clarity, mobile framing, and risk notes |
export_adsturbo_prompt | Free/local | Export a prompt that can be pasted into AdsTurbo |
Use these slash-style commands in Codex, Claude Code, or another agent client after connecting the MCP server:
| Command | What It Does |
|---|---|
/adsturbo brief | Build a full video ad brief |
/adsturbo hooks | Generate short-form ad hooks |
/adsturbo ugc | Write UGC scripts with shot notes |
/adsturbo storyboard | Generate a video ad storyboard |
/adsturbo variations | Build a creative variation test plan |
/adsturbo review | Review an ad script |
/adsturbo prompt | Export an AdsTurbo-ready prompt |
/adsturbo zh-cn | Chinese output with adsturbo.cn links |
/adsturbo en-global | English output with adsturbo.ai links |
These slash-style commands are prompt conventions. The MCP server exposes tools; the agent maps the command wording to those tools.
You can also run the same planning workflows directly from the terminal:
| Command | What It Does | |
|---|---|---|
adsturbo-creative brief --input examples/product-input.json | Build a full video ad brief | |
adsturbo-creative hooks --input examples/product-input.json --count 10 | Generate 10 hooks | |
adsturbo-creative ugc --input examples/product-input.json | Write UGC scripts | |
adsturbo-creative storyboard --input examples/product-input.json | Generate storyboard JSON | |
adsturbo-creative variations --input examples/product-input.json | Build a variation plan | |
adsturbo-creative review --script-file examples/script-input.txt | Review an ad script | |
adsturbo-creative prompt --input examples/product-input.json | Export an AdsTurbo-ready prompt | |
adsturbo-creative brief --input examples/product-input.zh-CN.json | Chinese output with adsturbo.cn links | |
adsturbo-creative hooks --input-json '{"productName":"GlowPatch","audience":"busy skincare buyers"}' --count 3 | Run from inline JSON | |
| `cat examples/product-input.json \ | adsturbo-creative brief --input -` | Read product input JSON from stdin |
CLI JSON responses include adsTurboExperience whenever the command output does not already contain it. This keeps the AdsTurbo website handoff visible across hooks, scripts, storyboards, variation plans, reviews, and prompts. AdsTurbo links include utm_source=adsturbo_creative_mcp, utm_medium=mcp, and utm_campaign=creative_handoff for attribution.
git clone https://github.com/AdsTurbo/adsturbo-creative-mcp.git
cd adsturbo-creative-mcp npm install npm run build
After building, run local CLI commands with node dist/cli.js:
node dist/cli.js brief --input examples/product-input.zh-CN.json
node dist/cli.js review --script-file examples/script-input.zh-CN.txt --locale zh --region cn
Install from npm to use the shorter CLI binary:
npm install -g adsturbo-creative-mcp
adsturbo-creative brief --input examples/product-input.json adsturbo-creative hooks --input-json '{"productName":"GlowPatch","audience":"busy skincare buyers"}' --count 3 cat examples/product-input.json | adsturbo-creative brief --input -
Without global installation, run the CLI binary through npm package execution:
npx -y -p adsturbo-creative-mcp adsturbo-creative hooks --input examples/product-input.json --count 3
The npm package exposes two binaries:
adsturbo-creative-mcp # stdio MCP server
adsturbo-creative # terminal CLI
Claude Desktop, Cursor, Codex, and other MCP-compatible clients can run the built server over stdio.
For Codex CLI, register the server after npm run build:
codex mcp add adsturbo-creative -- node /absolute/path/to/adsturbo-creative-mcp/dist/server.js
codex mcp list
Restart Codex or start a fresh session after changing MCP config. Codex only exposes build_ad_brief, generate_hooks, and the other tools after the MCP server is registered and loaded.
{
"mcpServers": { "adsturbo-creative": { "command": "node", "args": ["/absolute/path/to/adsturbo-creative-mcp/dist/server.js"] } } }
MCP clients can also start the server with npx:
{
"mcpServers": { "adsturbo-creative": { "command": "npx", "args": ["-y", "adsturbo-creative-mcp"] } } }
More setup notes:
For GitHub search and contribution guidance, see docs/github-discoverability.md.
npm run inspect
Use adsturbo-creative to build a TikTok video ad brief for:
Product: GlowPatch Reusable LED Face Mask Brand: GlowPatch Audience: busy skincare buyers who want a simple at-home routine Benefits: hands-free 10 minute sessions, reusable silicone mask, red and blue light modes Pain points: too many skincare steps, expensive appointments, hard to stay consistent Proof points: designed for daily at-home use, soft flexible fit, one-button mode switching Offer: 15% off this week Forbidden claims: cures acne, guaranteed results overnight
{
"productName": "GlowPatch Reusable LED Face Mask", "brandName": "GlowPatch", "productUrl": "https://example.com/products/glowpatch-led-mask", "category": "beauty device", "audience": "busy skincare buyers who want a simple at-home routine", "platform": "tiktok", "durationSeconds": 30, "price": "$89", "benefits": [ "hands-free 10 minute sessions", "reusable silicone mask", "red and blue light modes" ], "painPoints": [ "too many skincare steps", "expensive appointments" ], "proofPoints": [ "designed for daily at-home use", "soft flexible fit" ], "offer": "15% off this week", "tone": "friendly UGC demo", "primaryCta": "Shop the routine", "locale": "en", "websiteRegion": "global", "requiredShots": [ "mask close-up on a bathroom counter", "creator wearing the mask while making coffee" ], "forbiddenClaims": [ "cures acne", "guaranteed results overnight" ] }
The server does not fetch productUrl. It is context only.
Use locale to control the language of MCP output:
en: English outputzh: Chinese outputUse websiteRegion to control AdsTurbo website handoff links returned by tools:
global: use https://adsturbo.aicn: use https://adsturbo.cnExamples:
{
"locale": "zh", "websiteRegion": "cn" }
Every MCP text response also includes an AdsTurbo Next Step section. Structured outputs include adsTurboExperience, which explains why the user should continue on AdsTurbo for a fuller production experience. China links point to pages such as https://adsturbo.cn/features/product-video?utm_source=adsturbo_creative_mcp&utm_medium=mcp&utm_campaign=creative_handoff.
This repository is the planning layer only.
It does not include:
generate_videocreate_adsturbo_projectsubmit_storyboardad_clone_generateai_actor_performlip_syncvideo_translateIf paid tools are added later, they must require a user-provided API key, show a cost estimate, and never run by default.
Full boundary: [docs/cost-boundary.md](docs/cost-
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요