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)
500+ AI models in one account: find and price models, make images, video, speech and text.
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.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.oceantoken.ai/mcpRun this in your terminal
claude mcp add --transport http oceantoken https://mcp.oceantoken.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"oceantoken": {
"url": "https://mcp.oceantoken.ai/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": {
"oceantoken": {
"type": "http",
"url": "https://mcp.oceantoken.ai/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://mcp.oceantoken.ai/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 oceantoken.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 (1.0.1) reached the registry 17 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.
OceanToken is one account for 500+ AI models: GPT, Claude, Gemini, DeepSeek and Qwen for text; GPT Image, Seedream, Recraft and Gemini for images; Seedance, Veo, Sora and Wan for video; plus text-to-speech and transcription. This plugin brings all of it into your coding agent: one command connects Codex, Claude Code, Cursor, Gemini CLI, OpenClaw, OpenCode, VS Code, WorkBuddy, Hermes Agent and Windsurf, and any other MCP client can add the server by hand. Your agent can find a model, check what it costs, generate the asset, and save it into your project.
| Tool | What it does |
|---|---|
search_models | Search the catalog by name, type, publisher, capability and price. |
get_model | Pricing, limits, and the sizes, durations and inputs a model accepts. |
estimate_cost | What a request will cost before it runs, and whether your balance covers it. |
generate_image | Text-to-image and image edits, with previews and download links. |
create_video + get_job | Video from text, from a first (and last) frame, or from reference media. |
generate_speech | Voice-overs and narration. |
transcribe_audio | Transcripts and SRT/VTT subtitles. |
ask_model | Hand a sub-task to another model: a cheaper one, or a second opinion. |
upload_file | Use local files as references. |
get_account | Balance, available balance and spend. |
Three skills teach the agent how to use them well:
oceantoken-media: produce images, video and audio for a project.oceantoken-models: choose, price and delegate.oceantoken-setup: run Codex or Claude Code itself on OceanToken, or wire up your app.The same plugin folder carries manifests for each host (.codex-plugin, .claude-plugin, .cursor-plugin, and the open Agent Plugins plugin.json), so every host gets the same tools and skills.
You need an OceanToken account (sign up) with some credit.
Ask your agent:
Install OceanToken for me by following https://mcp.oceantoken.ai/install
or run it yourself:
npx -y @oceantoken/cli@latest connect <client>
is one of codex, claude-code, cursor, gemini, openclaw, opencode, vscode, workbuddy, hermes or windsurf. It installs the plugin or MCP entry and the three skills (Windsurf / Devin Desktop has no skills folder, so it gets the server only), and starts the sign-in. See cli/ for options (API keys, dry run, disconnect, and use to run Codex or Claude Code itself on OceanToken models) and the guide for a walkthrough. The sections below do the same by hand.
codex plugin marketplace add OceanTokenAI/oceantoken-plugins
codex plugin add oceantoken@oceantoken codex mcp login oceantoken # opens the OceanToken sign-in page
In the Codex app you can also add the marketplace, then install OceanToken from the Plugins panel and sign in when asked.
/plugin marketplace add OceanTokenAI/oceantoken-plugins
/plugin install oceantoken@oceantoken /mcp # pick "plugin:oceantoken:oceantoken" and authenticate
The button adds the MCP server; Cursor asks you to sign in the first time a tool runs. To get the skills as well, install the plugin from this repository (it has a .cursor-plugin marketplace manifest).
gemini extensions install https://github.com/OceanTokenAI/oceantoken-plugins
Then, inside Gemini CLI, run /mcp auth oceantoken and sign in. The extension brings the MCP server, the three skills and a short GEMINI.md.
openclaw plugins install clawhub:@oceantoken/oceantoken --accept-capabilities
openclaw mcp set oceantoken '{"url":"https://mcp.oceantoken.ai/mcp","transport":"streamable-http","auth":"oauth"}' openclaw mcp login oceantoken
The ClawHub package brings the three skills (also on ClawHub on their own: oceantoken-media, oceantoken-models, oceantoken-setup). The mcp set entry registers the server with OpenClaw so mcp login can sign you in; it replaces the plugin's own unauthenticated entry of the same name.
OceanToken is in the official MCP Registry as ai.oceantoken/mcp, so clients that browse the registry (VS Code and GitHub Copilot, for example) can find it by name.
The server is https://mcp.oceantoken.ai/mcp (streamable HTTP). It supports OAuth with dynamic client registration, so most clients just need the URL. To use an API key instead, send it as a bearer token:
# Codex, without the plugin
export OCEANTOKEN_API_KEY=sk-... codex mcp add oceantoken --url https://mcp.oceantoken.ai/mcp --bearer-token-env-var OCEANTOKEN_API_KEY
claude mcp add --transport http oceantoken https://mcp.oceantoken.ai/mcp \ --header 'Authorization: Bearer ${OCEANTOKEN_API_KEY}'
{
"mcpServers": { "oceantoken": { "type": "http", "url": "https://mcp.oceantoken.ai/mcp" } } }
Add the server to the mcp_servers block of your Muse Code settings, then sign in:
{
"mcp_servers": { "oceantoken": { "transport": "streamable_http", "url": "https://mcp.oceantoken.ai/mcp" } } }
muse mcp login oceantoken
Muse Code also reads skills from ~/.agents/skills: copy the folders in plugins/oceantoken/skills/ there to get the OceanToken workflows.
Agents choose their own tools. They use OceanToken for anything they cannot do themselves (video, voice-overs, subtitles, models they don't have, cost estimates). For images, Codex also has a built-in generator, so ask for OceanToken by name, or make it a rule:
$oceantoken-media ... in Codex, /oceantoken:oceantoken-media ... in Claude Code, or simply "use OceanToken to ...".AGENTS.md (Codex) or CLAUDE.md (Claude Code): Generate images, video, voice-overs and subtitles with the OceanToken tools.
Estimate the cost first and ask me before spending more than $2.
~/.codex/config.toml): [plugins."oceantoken@oceantoken".mcp_servers.oceantoken.tools.search_models]
approval_mode = "approve" [plugins."oceantoken@oceantoken".mcp_servers.oceantoken.tools.estimate_cost] approval_mode = "approve" [plugins."oceantoken@oceantoken".mcp_servers.oceantoken.tools.get_job] approval_mode = "approve"
The sign-in page offers two ways to connect:
Revoking the key disconnects the app immediately.
You pay the model's usage from your prepaid OceanToken balance, at the prices on the Models page. Ask your agent for an estimate first (estimate_cost). Video jobs place a small hold when they start and charge the actual cost when they finish. Failed jobs are not charged.
Prompts and files go to the model you choose, through OceanToken, to produce your result. Generated files are stored in your OceanToken storage and shared as time-limited links. Besides the MCP server at https://mcp.oceantoken.ai/mcp, the setup skill calls OceanToken's own API at https://api.oceantoken.ai with your OCEANTOKEN_API_KEY, only to check the key and to configure your tools to use it. No other service receives data from this plugin. See the privacy policy and terms.
Open an issue, or email support@oceantoken.ai.