mcp-figma

MCP serverMedia

Part of Pipeworx, an MCP gateway connecting AI agents to 1683+ live data sources.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the ask pipeworx tool from mcp-figma

About this server

Figma MCP Pack

Install mcp-figma

The server’s own address, for the clients that take one directly. Or connect ahel onceand every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user mcp-figma 'https://gateway.pipeworx.io/figma/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://gateway.pipeworx.io/figma/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=mcp-figma&config=eyJ1cmwiOiJodHRwczovL2dhdGV3YXkucGlwZXdvcnguaW8vZmlnbWEvbWNwIn0=

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://gateway.pipeworx.io/figma/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add mcp-figma --url 'https://gateway.pipeworx.io/figma/mcp'

    Run it once, then sign in with codex mcp login mcp-figma if the server asks for an account.

From the project's README

As published by pipeworx-io/mcp-figma in README.md.

Figma MCP Pack

Part of Pipeworx — an MCP gateway connecting AI agents to 1683+ live data sources.

Tools

ToolDescription
get_meGet the signed-in Figma user: id, email, handle, and avatar image URL. Use to identify whose Figma account is connected.
get_fileGet a compact summary of a Figma design file by its file key: name, last modified time, version, editor type, role, thumbnail URL, and the list of top-level pages (id, name, type, child count). Use to understand the structure of a Figma design file without fetching the full node tree.
list_commentsList comments on a Figma design file. Returns each comment's id, message, author handle, created time, and resolved time. Use to review feedback and discussion on a design.
get_file_nodesGet specific nodes from a Figma design file by their node ids. Returns a compact map of node id to { name, type }. Use to inspect particular frames, components, or layers within a design file.
get_file_imagesRender images of specific nodes in a Figma design file. Returns a map of node id to a rendered image URL. Use to get visual previews (PNG, SVG, or JPG) of frames, components, or layers from a design.

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "figma": {
      "url": "https://gateway.pipeworx.io/figma/mcp"
    }
  }
}

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/figma/mcp returns the tools in the table above plus the shared Pipeworx meta-tools — ask_pipeworx, discover_tools, search_within, remember/recall and the rest of the gateway-wide set. So the tool count you see is larger than this table: a single-pack endpoint currently lists roughly 30 shared tools alongside the pack's own. The connection's initialize response states its exact scope, and is the authoritative answer for a given day.

This is deliberate, not multiplexing by accident. The meta-tools are what let a scoped connection answer a question this pack does not cover — via ask_pipeworx, which routes across the whole catalog — without you adding a second MCP server. There is currently no way to mount a pack endpoint without them; if the extra schemas cost you more context than the routing is worth, connect to the full gateway once rather than to several pack endpoints.

Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:

{
  "mcpServers": {
    "pipeworx": {
      "url": "https://gateway.pipeworx.io/mcp"
    }
  }
}

Both URLs reach the same gateway and the same 1683+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.

No MCP client? Call it over HTTP

This pack runs against a connected figma account, so it needs a Pipeworx key: sign in at https://pipeworx.io/account, connect figma, then call POST https://gateway.pipeworx.io/v1/tools/figma_get_me with Authorization: Bearer <your Pipeworx key>. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/figma_get_me. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.

Standalone (no gateway account)

This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:

{
  "mcpServers": {
    "figma": {
      "command": "npx",
      "args": ["-y", "@pipeworx/mcp-figma"]
    }
  }
}

Or run it directly to confirm it starts:

npx -y @pipeworx/mcp-figma

It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call for only this pack's tools — none of the shared meta-tools the gateway connection above adds. Same source, same tools, no ask_pipeworx routing.

Using with ask_pipeworx

Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:

ask_pipeworx({ question: "your question about Figma data" })

The gateway picks the right tool and fills the arguments automatically.

More

License

MIT

Tools it offers (41)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • ask_pipeworx
  • ask_pipeworx_beta
  • ask_pipeworx_grounded
  • search_within
  • deep_research
  • discover_tools
  • resolve_entity
  • compare_entities
  • subscribe
  • unsubscribe
  • list_subscriptions
  • recent_alerts
  • entity_profile
  • recent_changes
  • validate_claim
  • company_facts
  • scan_dependency
  • bet_research
  • polymarket_arbitrage
  • polymarket_edges
  • polymarket_kalshi_spread
  • polymarket_fill_risk
  • polymarket_edge_tracker
  • kalshi_weather_edge
  • resolution_audit
  • resolution_diff
  • release_calendar_markets
  • pipeworx_trending
  • suggest_questions
  • generate_llms_txt

Signals

Last commit
Sep 2026
Weekly_downloads
145 weekly_downloads
Hacker News mentions
20

ahel review

  • S4info
    community integration, published by pipeworx-io, not figma

Automated review, not a security audit. Ruleset v1.

Advanced
Delivery
figma MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-pipeworx-io-figma
Source
github.com/pipeworx-io/mcp-figma
Hosted endpoint
https://gateway.pipeworx.io/figma/mcp