Analyzes Figma files and extracts node hierarchies and metadata for use with LLMs.
Figma Analyzer MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. Analyzes Figma files and extracts node hierarchies and metadata for use with LLMs.
An MCP (Model Context Protocol) server for analyzing Figma file structures.
Once Figma Analyzer is connected, these are the calls the assistant has available:
Testing — The Testing tool exposed by this serverfigma-mcp-server on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
You will need 3 environment variables: FIGMA_API_KEY, FILE_ID, NODE_ID. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Figma Analyzer's toolset — Testing — is a fair guide to whether it matches your workflow. It is maintained by moonray; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| Testing | The Testing tool exposed by this server. |
{
"mcpServers": {
"figma-analyzer": {
"command": "npx",
"args": ["-y", "figma-mcp-server"],
"env": {
"FIGMA_API_KEY": "your-value",
"FILE_ID": "your-value",
"NODE_ID": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| FIGMA_API_KEY | Credential the server authenticates with. | Yes |
| FILE_ID | Configuration value read at startup. | Optional |
| NODE_ID | Configuration value read at startup. | Optional |
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