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)
LLM-optimized Figma MCP server.
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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.
FIGMA_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"figma-to-code": {
"command": "npx",
"args": [
"-y",
"@tmegit/figma-to-code-mcp",
"--stdio"
],
"env": {
"FIGMA_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add figma-to-code --env FIGMA_API_KEY=your-value -- npx -y @tmegit/figma-to-code-mcp --stdioFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"figma-to-code": {
"command": "npx",
"args": [
"-y",
"@tmegit/figma-to-code-mcp",
"--stdio"
],
"env": {
"FIGMA_API_KEY": "your-value"
}
}
}
}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": {
"figma-to-code": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@tmegit/figma-to-code-mcp",
"--stdio"
],
"env": {
"FIGMA_API_KEY": "your-value"
}
}
}
}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 8, 2026
The registry name was verified with the GitHub account felixAnhalt, 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.
You need to fill in: FIGMA_API_KEY
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 (0.29.0) 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.
Figma To Code MCP Transform Figma design data into a compact, LLM-friendly format for code generation and UI building.
Figma To Code MCP specializes in extracting only the information LLMs need to build UIs while removing Figma-specific metadata that isn't relevant for code generation. The result:
style.background, layout.direction, style.fontSize)Give Cursor and other AI-powered coding tools access to your Figma files with this Model Context Protocol server.
| Tool | Description |
|---|---|
get_figma_design | Fetches CSS-aligned, LLM-optimized design data. Exports SVG assets and a PNG render. |
get_image_fills | Retrieves image fill URLs from a Figma file |
render_node_images | Renders Figma nodes as PNG images |
get_figma_design exports SVG assets automatically. Its response contains svgAssetsFolder and relative svgPathInAssetFolder filenames; combine them to locate each file. Use svgOutputDir to export directly to a chosen assets directory. It also renders the requested node as a 1x PNG: its response contains renderedDesignNodeAssetsFolder and the file name renderedDesignNodePathInAssetFolder, which you can use to compare the built result with the design. There is no separate registered read_vector_svg tool.
By default get_figma_design returns the components the design uses in componentSets, each with propKeys and propValues (the values each prop takes across the set's members). Every set is written to its own file in componentSetsFolder, as YAML or JSON to match the output format, and componentSets lists each set's file, propKeys and propValues. A set larger than 228 KB becomes a folder named after the set: its file is /index.yaml (index.json in JSON output), which lists the variants, and each variant is its own .yaml beside it, with : replaced by - (for example 7-770.yaml). These examples assume the default YAML output; with JSON output every file ends in .json. A COMPONENT_SET root gets the same treatment: when its variants exceed 228 KB, its children move out, root.file points at /index.yaml, and each variant is a .yaml beside it, since root variants carry no node id. Every file value is relative to componentSetsFolder, so a variant's file is / .yaml, not relative to its set folder. A large SECTION root keeps each frame as a stub in root.children, and each frame's design is in its file in framesFolder (see Resolving frame files). For building components from a component library, pass includeComponentVariants: true to also get every other variant of those components (all sizes, colors, and states), with their props and any visuals that can be fetched. That fetches more from Figma and returns a larger response.
With --skip-image-downloads, only get_figma_design is registered; SVG export remains available, and no node PNG is rendered.
Create a Figma personal access token with these scopes:
| Scope | Purpose |
|---|---|
file_content:read | Read file nodes, layout, styles |
library_content:read | Read published components/styles |
library_assets:read | Resolve referenced components to their published library source |
file_variables:read | Read variables (Enterprise only, optional) |
file_comments:read | Read comments attached to nodes (optional) |
Note: Variable resolution requires Enterprise plan. Set
resolveVariables: falseif not on Enterprise.
If comment access is unavailable, extraction continues without comments and logs a warning.
Agents that build a page from a design should follow For LLMs.
This MCP server transforms Figma API data into an LLM-friendly format:
layout.direction, style.background, style.fontSize) instead of verbose Figma internalstokens registryThe current response uses schema v3. V3_CSS_PROPERTY_MAPPING.md describes the older v2 mapping, not the current response contract.
The response includes optional fields for details that cannot be represented by one text style or a simple flex layout:
| Field | Meaning |
|---|---|
textRuns | Ordered text ranges with scalar style overrides, emitted only when character styling differs |
layout.position | relative for a containing block, or absolute for a non-flow child |
layout.left, layout.top | Pixel offsets in the immediate parent's coordinate system, including zero and negative offsets |
style.borderWidths | Explicit top/right/bottom/left widths for asymmetric borders, including zero-width edges |
gradientHandlePositions | Three normalized node-local handles preserving a gradient's direction and geometry |
svgViewport | Exported SVG viewBox in node-local pixels, including ink outside the node's original canvas. x or y is omitted when 0, and a missing one means 0 |
renderedDesignNodePathInAssetFolder | File name of a 1x PNG of the requested node, in renderedDesignNodeAssetsFolder, for comparing the build with the design |
The existing full text field and node-level style remain present. When textRuns exists, render its runs in order rather than rendering text a second time. Resolve the node's base typography token first, then apply each run's scalar overrides. Run text concatenates to the original full text; plain runs inherit the base style. Explicit normal, none, and zero values reset inherited styling.
For positioned children, keep the emitted containing block, local dimensions, and offsets. Real auto-layout siblings stay in flex flow; overlay notifications, chart curves, and guides can share an absolute coordinate space. A Figma layout mode of NONE is not converted into a flex column.
borderWidths replaces the uniform borderWidth for asymmetric strokes. Apply the shared border color only to the indicated edges; do not invent a surrounding box border. Uniform borders continue using borderWidth.
Gradient handles may lie outside the unit square; do not clamp them or discard them in favor of a default direction.
SVG exports keep original node-local coordinates and include the union of the local canvas and visible geometry. Each exported node's svgViewport matches the file's viewBox. Keep the node's original layout footprint as a wrapper, then place the SVG or image at svgViewport.x / y (a missing one means 0), with the viewport's width / height. Do not stretch this expanded asset to the original node dimensions: chart series can have different ink bounds but must share the same local coordinate system. Preserve ancestor clipping. Solid paint colors are baked into design-exported assets so external images retain their colors too.
Follow this section when you build a page or component from a Figma node with get_figma_design.
| Field | Meaning |
|---|---|
root | The requested node's design tree. A plain frame is inline. A component set root with large variants is split (see Resolving component files). A large SECTION root keeps each frame as a stub (see Resolving frame files). |
tokens | Shared values. Style fields hold keys into this registry, for example colors.sys.color.primary.default = #99121C. |
componentSets | One reference per component set the design uses: file, propKeys, propValues. |
| componentSetsFolder | Folder with the component set files.
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