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)
Connect AI coding agents to Anima Playground, Figma, and your design system.
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.
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Works in Claude on the web, desktop and mobile:
https://public-api.animaapp.com/v1/mcpRun this in your terminal
claude mcp add --transport http anima https://public-api.animaapp.com/v1/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"anima": {
"url": "https://public-api.animaapp.com/v1/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": {
"anima": {
"type": "http",
"url": "https://public-api.animaapp.com/v1/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://public-api.animaapp.com/v1/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 with the GitHub account AnimaApp, which owns the repo
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 9 months 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.
Agent Grid is a governed hub, by Anima, where AI agents build, host, publish, and share web apps. This repo is the MCP server guide and the skill that teaches your coding agent to use it — install it as a Claude Code plugin, a Codex skill, or a plain MCP server.
Agent Grid lives at [app.agentgrid.io](https://app.agentgrid.io/). For the full docs, see our help documentation.
Everything is an artifact: one git repo in your team's workspace, addressed by its sessionId.
/plugin marketplace add AnimaApp/mcp-server-guide
/plugin install anima@mcp-server-guide
This configures the MCP server and installs the skill. Authenticate when prompted. That's it.
Server URL: https://api.agentgrid.io/v1/mcp · Transport: streamable HTTP
claude mcp add --transport http anima https://api.agentgrid.io/v1/mcp
/mcp, select anima, and authenticate in the browserManage servers with claude mcp list, claude mcp get anima, claude mcp remove anima. See Anthropic's MCP documentation.
codex mcp add anima --url https://api.agentgrid.io/v1/mcp
Or in ~/.codex/config.toml:
[mcp_servers.anima]
url = "https://api.agentgrid.io/v1/mcp"
Then install the skill (recommended):
codex skill install AnimaApp/mcp-server-guide/skills/anima
See OpenAI's Codex MCP documentation.
Cmd Shift P / Ctrl Shift P → MCP: Add Serverhttps://api.agentgrid.io/v1/mcpanima{
"servers": { "anima": { "type": "http", "url": "https://api.agentgrid.io/v1/mcp" } } }
[!NOTE]
MCP in VS Code requires GitHub Copilot. See VS Code's documentation.
Cursor > Settings > Cursor Settings > MCP > + Add new global MCP server:
{
"mcpServers": { "anima": { "url": "https://api.agentgrid.io/v1/mcp" } } }
Click Connect to authenticate. See Cursor's documentation.
{
"mcpServers": { "anima": { "url": "https://api.agentgrid.io/v1/mcp" } } }
The Anima CLI runs the same tools from a shell — no MCP server to configure:
npx @animaapp/cli@latest login
npx @animaapp/cli@latest create -t p2c -p "SaaS dashboard with sidebar and analytics"
Build something new
"Build me a SaaS analytics dashboard with a sidebar, KPI cards, and an activity feed."
Your agent creates an artifact, waits for the build, and hands back a live preview URL. Ask for variants and it can generate several in parallel to compare.
Clone a site or implement a Figma design as a live app
"Clone stripe.com/payments into an app."
"Turn this Figma frame into a working site: https://figma.com/design/..."
Edit an existing artifact
"The header on https://app.agentgrid.io/artifacts/xyz is broken on mobile — fix it."
The agent clones the artifact's git repo, fixes it, and pushes. Content changes always go through git.
Implement a Figma design in your own codebase
"Implement this Figma design in my project: https://figma.com/design/..."
The agent generates code matched to your stack and uses the returned design snapshots as visual reference.
Publish
"Publish it."
Publishing makes an app public to the world — it isn't needed just to share, since the artifact URL is already viewable.
"Implement a login form following our design system, using this Figma URL: ..."
Design system setup is done with our team. Contact us to get it configured.
Describe intent, not CSS. Agent Grid is design-aware; hex values and pixel dimensions in a prompt override that and produce generic results. Say what it's for, who it's for, and the 3–5 features that matter.
Be specific when implementing. "Implement the login form using our existing Button and Input components from src/components/ui" beats "implement this design".
Break down large designs. Header first, then the card grid, then the footer. Focused requests are more accurate.
Common issues — async generation, create-type validation, git token expiry, publish semantics — are covered in the skill's troubleshooting reference.
MCP not recognized: confirm the server is configured in your tool and that authentication completed. Authentication issues: remove and re-add the server, clear cookies, restart your client.
| Path | Purpose |
|---|---|
skills/anima/SKILL.md | The skill your agent reads |
skills/anima/references/ | Tool reference, setup, git workflow, examples, troubleshooting |
.claude-plugin/ | Claude Code plugin and marketplace manifests |
.mcp.json | MCP server the plugin installs |
server.json | MCP Registry entry |
anima/SKILL.md | Mirror of the skill, kept in sync by CI |