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)
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.
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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
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"adsturbo-creative": {
"command": "npx",
"args": [
"-y",
"adsturbo-creative-mcp"
]
}
}
}Run this in your terminal
claude mcp add adsturbo-creative -- npx -y adsturbo-creative-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"adsturbo-creative": {
"command": "npx",
"args": [
"-y",
"adsturbo-creative-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": {
"adsturbo-creative": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"adsturbo-creative-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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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 AdsTurbo, 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 (0.1.5) reached the registry 4 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.
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-
Only the beginning is shown; read the rest in the repo