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)
Turn a prompt, product link, or reference ad into a finished video ad via Creatify's Ad Agent.
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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.
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Works in Claude on the web, desktop and mobile:
https://api.creatify.ai/ad_agent/mcpRun this in your terminal
claude mcp add --transport http ad-agent https://api.creatify.ai/ad_agent/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ad-agent": {
"url": "https://api.creatify.ai/ad_agent/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": {
"ad-agent": {
"type": "http",
"url": "https://api.creatify.ai/ad_agent/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.creatify.ai/ad_agent/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 6, 2026
The registry name was verified against the domain creatify.ai (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 (1.0.0) reached the registry 16 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.
Connects ChatGPT, Codex, Claude Code, Cursor, Devin, OpenClaw, or Antigravity to Creatify's Ad Agent MCP. The agent directs it: Boreal-H3 footage, keyframes, music and voice lines are generated into a persistent project, the agent judges every take from contact sheets, assembles one HTML stage, and ships a gated MP4.
ad-agent/ is also a portable Agent Plugins package for ChatGPT. Its root plugin.json provides the listing and bundles the ad-agent skill; mcp.json connects the hosted Creatify Ad Agent MCP server. Users authenticate with their Creatify account when connecting the server.
To prepare the package for a ChatGPT plugin draft, create a ZIP with the manifest, MCP configuration, and skill at the ZIP root:
cd ad-agent
zip -r ../creatify-ad-agent-plugin.zip plugin.json mcp.json skills assets
In ChatGPT Plugins, register and test https://api.creatify.ai/ad_agent/mcp in developer mode, then upload the ZIP as a plugin draft. Test the installed plugin in a new conversation. Public directory publication requires the developer identity, listing assets, review materials, and approval in the plugin submission flow; this repository only supplies the package.
ad-agent/ is also a Cursor plugin, listed in the Cursor Marketplace as Creatify (plugin name creatify). .cursor-plugin/marketplace.json at the repo root points at ./ad-agent, whose .cursor-plugin/plugin.json bundles the skills and cursor.mcp.json connects the hosted Creatify Ad Agent MCP server.
/add-plugin creatify in chat.Developer: Reload Window (or restart Cursor): git clone https://github.com/creatify-ai/creatify-ad-agent-skill.git
mkdir -p ~/.cursor/plugins/local cp -R creatify-ad-agent-skill/ad-agent ~/.cursor/plugins/local/creatify
If it doesn't show up under Settings → Plugins, check that third-party plugins are enabled; on Enterprise teams an admin must allow local plugin imports.
When Cursor connects creatify-ad-agent, finish the Creatify sign-in in your browser (OAuth 2.1 + PKCE); there is no API key or token to paste. If the composer_* tools are missing, check that the server is enabled and authenticated in Cursor's MCP settings (logs: Output panel → "MCP Logs"), then start a new chat and ask, for example, "Make a 15-second ad for https://example.com/product".
ad-agent/ is also a Devin plugin. ad-agent/.devin-plugin/plugin.json bundles the connector (OAuth 2.1 + PKCE to the hosted Creatify Ad Agent MCP server) inline — Devin's manifest format embeds mcpServers directly rather than pointing at a separate *.mcp.json. The x-creatify-mcp-surface: devin header distinguishes this surface in the same way codex/cursor/claude-code already do for the other connectors.
Submission to CognitionAI/devin-marketplace is pending — it is a third-party entry there (git-subdir, path: "ad-agent") pinned to a commit sha of this repo, per that repo's adding-a-plugin skill. Until it lands:
git clone https://github.com/creatify-ai/creatify-ad-agent-skill.git
devin plugins install --local ./creatify-ad-agent-skill/ad-agent
ad-agent.Either way, authorize the Creatify OAuth prompt when Devin asks, then start a new session and ask it to make a video ad.
ad-agent/ is also a native OpenClaw plugin, distributed through ClawHub as creatify-ad-agent. ad-agent/openclaw.plugin.json declares the skills and the hosted Creatify Ad Agent MCP server (streamable-http, OAuth, x-creatify-mcp-surface: openclaw); package.json and the no-op index.js exist only because OpenClaw requires a native entry. With a native manifest present, OpenClaw ignores the Codex/Claude/Cursor bundle files in the same folder.
openclaw plugins install clawhub:creatify-ad-agent
git clone https://github.com/creatify-ai/creatify-ad-agent-skill.git
openclaw plugins install --link ./creatify-ad-agent-skill/ad-agent
A running Gateway applies the install immediately; otherwise it loads on the next Gateway start. Open the plugin's page in the Control UI, connect your Creatify account (OAuth 2.1 + PKCE), then start a new conversation. If the composer_* tools don't show up, or after editing a --linked copy, run openclaw plugins reload creatify-ad-agent. The server comes from the plugin, not from mcp.servers, so it does not appear in openclaw mcp list/status; check it with openclaw plugins inspect creatify-ad-agent.
To publish a new version, bump version in ad-agent/package.json and run clawhub package publish ./ad-agent --family code-plugin --owner --version . The --family flag is required: ClawHub would otherwise see the Codex/Claude/Cursor markers and publish a bundle-plugin instead of the native plugin (see the ClawHub CLI).
ad-agent/ is also a Google Antigravity plugin. Antigravity reads the listing from plugin.json and the skills from skills/. It connects the hosted Creatify Ad Agent MCP server from mcp_config.json (x-creatify-mcp-surface: antigravity). While Antigravity's enable-agent-plugins-spec flag is off, it ignores mcp.json; no other host reads mcp_config.json.
agy plugin install https://github.com/creatify-ai/creatify-ad-agent-skill
git clone https://github.com/creatify-ai/creatify-ad-agent-skill.git
agy plugin install ./creatify-ad-agent-skill/ad-agent
The installer should report skills : 2 installed and mcpServers : 1 installed. Restart Antigravity so it discovers the new plugin, then finish the Creatify sign-in in your browser (OAuth 2.1 + PKCE) when it connects creatify-ad-agent. agy plugin list should show creatify-ad-agent (enabled) with 2 skills, 1 MCP server. The server comes from the plugin, so agy mcp list doesn't show it.
Run agy plugin validate ./ad-agent --strict before publishing changes. Google curates the official antigravity-plugins-official marketplace, and it has no self-serve submission flow yet; until the plugin is listed there, install it from GitHub.
Paste this into a new conversation in the ChatGPT/Codex desktop app or Claude Code (for Cursor, see Cursor plugin above):
Read github.com/creatify-ai/creatify-ad-agent-skill to install the Creatify Ad Agent plugin and make my first video ad.
The agent reads the guide below and does the rest, including sign-in.
If you are an agent reading this for a user: read the whole guide, then complete every step in order. Do not stop after install or login; the final step is starting the user's first video.
If you are running in a web app or an isolated remote workspace, stop: you cannot modify the desktop app's local plugin configuration. Tell the user to open the desktop app (or a local terminal for Claude Code), start a new conversation there, and paste the install prompt above.
Codex. Use the Codex CLI bundled with the desktop app, not one from npm, Homebrew or a random codex on PATH:
"<BUNDLED_CODEX>" plugin marketplace add https://github.com/creatify-ai/creatify-ad-agent-skill.git --ref main
" " plugin add creatify-ad-agent@creatify-ad-agent
If no usable git is available, find the Git binary the machine already has and prepend its directory to PATH, then rerun.
Claude Code:
/plugin marketplace add creatify-ai/creatify-ad-agent-skill
/plugin install creatify-ad-agent@creatify-ad-agent
codex mcp login creatify-ad-agent/mcp, select creatify-ad-agent, then AuthenticateBoth open the Creatify OAuth page in the browser. No tokens are stored in this repository.
creatify-ad-agent MCP server is registered and logged in (codex mcp list, or /mcp in Claude Code).composer_* tools are visible in a NEW conversation. The install thread has already captured its tool list, so don't test there.Don't end at "installed". In the new conversation, ask the user what they want to promote and whether they have reference footage or images, then:
composer_billing_state to check credits and whether takes are watermarked;composer_project_create and import their references with composer_import_asset;ad-agent skill from there.ad-agent/: the plugin packageplugin.json + mcp.json: portable ChatGPT plugin manifest and connector.codex-plugin/plugin.json + codex.mcp.json: Codex metadata and connector.claude-plugin/plugin.json + .mcp.json: Claude Code metadata and connector.cursor-plugin/plugin.json + cursor.mcp.json: Cursor metadata and connector.devin-plugin/plugin.json: Devin metadata and connector (self-contained; no separate marketplace.json here since Devin plugins are listed from CognitionAI/devin-marketplace, not from this repo)openclaw.plugin.json + package.json + index.js: OpenClaw native manifest and connector, package metadata, and the required no-op entrymcp_config.json: Antigravity connector (Antigravity reads the listing from plugin.json)assets/creatify-icon.jpeg: the plugin icon used by every listing; assets/icon.png is the same icon as a PNG at the fixed path OpenClaw readsskills/ad-agent/: the workflow skill and its referencesskills/ad-from-product-url/: start an ad from a product page URL (researches the page, seeds a project with the product's real images and logo, then hands off to ad-agent).agents/plugins/marketplace.json: Codex marketplace.claude-plugin/marketplace.json: Claude Code marketplace.cursor-plugin/marketplace.json: Cursor marketplacePrivacy policy: https://creatify.ai/privacy · Terms: https://creatify.ai/terms · Support: https://creatify.ai/contact
The hosted endpoint is https://api.creatify.ai/ad_agent/mcp (OAuth 2.1 + PKCE, handled by the host).
Claude Desktop / Cowork: add https://api.creatify.ai/ad_agent/mcp as a custom connector, then upload ad-agent/skills/ad-agent as a skill.
Earlier documentation described a removed voice-design path. This update uses the read-only composer_list_voices catalog and exactly one provider voice_id or authorized like samples; never describe or a record UUID. This documentation requires the coordinated backend + composer-worker rollout (server fix PR). A plugin update alone does not deploy the server or recover a failed task. After rollout, update the plugin, reconnect the MCP and start a new conversation to refresh the tool schema. Do not generate or retry without user consent.
composer_billing_state shows prices and your balance); free-plan takes are watermaOnly the beginning is shown; read the rest in the repo