Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
作者提供的说明(英文原文)
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"adsturbo-creative": {
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add adsturbo-creative -- npx -y adsturbo-creative-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"adsturbo-creative": {
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"adsturbo-creative": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 AdsTurbo 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.5)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Figma Context MCP, Claude Real Video, Figma MCP Server
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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-
只显示了开头部分;其余内容请在仓库中阅读