Skip to main content
Glama
TrungLee003

Figma Agent MCP

by TrungLee003
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Local
README.md
# ⚡ Figma Agent MCP

> **Local-first AI Design Agent for Figma** via **Model Context Protocol (MCP)** → **WebSocket Bridge** → **Native Figma Plugin**.
>
> Inspect, create, mutate, style, validate, and optimize Figma designs natively with deterministic typed tools, design-system awareness, token compression, and turnkey composite workflows.

[![CI](https://github.com/TrungLee003/figma-agent-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/TrungLee003/figma-agent-mcp/actions/workflows/ci.yml)
[![TypeScript Strict](https://img.shields.io/badge/TypeScript-Strict_Mode-blue.svg)](https://www.typescriptlang.org)
[![Tests](https://img.shields.io/badge/Tests-171%2F171_Passing-success.svg)](https://github.com/TrungLee003/figma-agent-mcp)
[![MCP Tools](https://img.shields.io/badge/MCP_Tools-50_Deterministic_Tools-orange.svg)](https://github.com/TrungLee003/figma-agent-mcp)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)

---

## 🏛️ System Architecture

```text
┌─────────────────────────────────────────────────────────────┐
│        AI Client (Claude / Cursor / Antigravity / LLM)      │
└──────────────────────────────┬──────────────────────────────┘
                               │ MCP Protocol (stdio / Hardened SSE)
                               ▼
┌─────────────────────────────────────────────────────────────┐
│        MCP Server (@figma-agent/mcp-server — 50 Tools)      │
│  - Tool Registry & Validation  - Session Router             │
│  - Context Compiler (Compact)  - Composite Skills Runtime   │
│  - Design System Resolver      - Semantic Token Matching    │
└──────────────────────────────┬──────────────────────────────┘
                               │
                               ▼
┌─────────────────────────────────────────────────────────────┐
│       Command Engine (@figma-agent/command-engine)          │
│  - Batch Command Pipeline      - Scoped Idempotency Cache   │
│  - Symbolic Ref Resolution     - Compensating Node Cleanup  │
└──────────────────────────────┬──────────────────────────────┘
                               │ Local WebSocket (ws://127.0.0.1:3055)
                               ▼
┌─────────────────────────────────────────────────────────────┐
│       Bridge Server (@figma-agent/bridge-server)            │
│  - Channel Pairing (128-bit)   - Request/Response Matcher   │
│  - Heartbeat & Auto-reconnect  - 50+ Concurrent Sockets     │
└──────────────────────────────┬──────────────────────────────┘
                               │
                               ▼
┌─────────────────────────────────────────────────────────────┐
│        Figma Plugin (@figma-agent/figma-plugin)             │
│  - Typed Command Dispatcher    - Pure Font Engine           │
│  - Native Node Mutation        - Zero External Dependencies │
└──────────────────────────────┬──────────────────────────────┘
                               │ Figma Plugin API
                               ▼
┌─────────────────────────────────────────────────────────────┐
│                         Figma Canvas                        │
└─────────────────────────────────────────────────────────────┘
```

---

## 🌟 Key Highlights

- 🔒 **Local-First & Secure**: Binds to `127.0.0.1` by default. 128-bit secret channel pairing. No arbitrary JavaScript execution inside Figma. Hardened SSE transport with Bearer token authentication and origin allowlists.
- 🧩 **50 Deterministic MCP Tools**: Comprehensive coverage across Read, Create, Mutate, Auto Layout, Visual Styles, Components, Variables/Tokens, Typography, Export, and Design System Resolution.
- 🎯 **Semantic Design-System Resolver**: Bridges human intent (`"primary button"`, `"#6366F1"`) to matching Components and Tokens with perceptual color distance ($\Delta E$) and automated node auditing.
- ⚡ **Context Compiler & Pruning**: Compresses massive node trees into semantic Markdown or Compact DSL with adaptive depth pruning and token budget enforcement under 100ms. Typically achieves substantial context reduction; benchmark fixtures show >70% reduction in tested scenarios.
- 🛡️ **Built-in Validation & WCAG 2.1 Engine**: Relative luminance and contrast ratio calculation (AA/AAA) for normal text, large text, and UI components; Auto Layout linter; 4px/8px token grid auditor.
- 🔄 **Sequential Batch Execution & Cleanup**: High-throughput execution of command pipelines with dynamic symbolic ref resolution, SHA-256 idempotency deduplication with conflict detection, and compensating creation rollback on failure.
- 🚀 **Turnkey Agent Skills**: Pre-packaged composite workflows for instant Design System generation, WCAG accessibility auto-repair, and wireframe-to-hifi card conversion.

---

## 📦 Monorepo Layout

```text
figma-agent-mcp/
├── apps/
│   ├── mcp-server/        # 50 MCP Tools + Bridge Client + Session Service + Hardened SSE
│   ├── bridge-server/     # High-throughput WebSocket router (ws) with 128-bit key pairing
│   └── figma-plugin/      # Pure TypeScript native Figma Plugin (IIFE bundle)
├── packages/
│   ├── protocol/          # CommandEnvelope, CommandResult, Error codes, Zod schemas
│   ├── figma-schema/      # Canonical FigmaCommandMap, Layout, Style, Text schemas
│   ├── command-engine/    # Batch execution pipeline, transactions, scoped idempotency
│   ├── context-compiler/  # Token optimizer, tree pruner, Markdown & DSL serializers
│   ├── design-system/     # 4px/8px Spacing, Typography & Corner Radius scale matchers
│   ├── validator/         # WCAG 2.1 contrast engine, Auto Layout & design token rules
│   ├── skill-runtime/     # Strictly-typed composite skills runtime & execution engine
│   ├── telemetry/         # Percentile metrics collector (p50, p95, p99)
│   └── shared/            # Hex/RGBA converters, Pino logger, host validation helpers
└── tests/
    └── integration/       # 33 Vitest suites (171 tests) covering all phases & benchmarks
```

---

## 🚀 Quickstart & Setup

### 1. Build the Monorepo

```bash
git clone https://github.com/TrungLee003/figma-agent-mcp.git
cd figma-agent-mcp
pnpm install
pnpm build
```

### 2. Start the Bridge Server

```bash
pnpm --filter @figma-agent/bridge-server start
# Bridge server listening at ws://127.0.0.1:3055
```

### 3. Load the Figma Plugin

1. In Figma Desktop: go to **Plugins** → **Development** → **Import plugin from manifest...**
2. Select `apps/figma-plugin/manifest.json`.
3. Open the plugin: it will automatically generate a cryptographically secure 128-bit Channel ID & Secret pair.
4. Click **📋 Copy Config** in the plugin window. The ready-to-use MCP client configuration snippet is copied directly to your clipboard.

### 4. Start the MCP Server (Stdio or Hardened SSE)

```bash
# Mode A: Stdio Transport (standard for Claude Desktop, Cursor, Antigravity)
pnpm --filter @figma-agent/mcp-server start

# Mode B: Hardened SSE Transport (HTTP Server-Sent Events with Bearer Auth & Loopback checks)
pnpm --filter @figma-agent/mcp-server start -- --sse --port=3056 --token=YOUR_BEARER_TOKEN
```

---

## ⚙️ AI Client Configuration

### 🤖 1. Claude Desktop

Add to your `claude_desktop_config.json` (`%APPDATA%\Claude\claude_desktop_config.json` on Windows or `~/Library/Application Support/Claude/claude_desktop_config.json` on macOS):

```json
{
  "mcpServers": {
    "figma": {
      "command": "node",
      "args": ["d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"],
      "env": {
        "FIGMA_AGENT_BRIDGE_HOST": "127.0.0.1",
        "FIGMA_AGENT_BRIDGE_PORT": "3055",
        "FIGMA_AGENT_CHANNEL_ID": "default-channel"
      }
    }
  }
}
```

---

### 💻 2. Cursor IDE

Add to your Cursor MCP Configuration (`Settings` → `Features` → `MCP` or `.cursor/mcp.json`):

```json
{
  "mcpServers": {
    "figma-agent": {
      "command": "node",
      "args": ["d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"],
      "env": {
        "FIGMA_AGENT_BRIDGE_HOST": "127.0.0.1",
        "FIGMA_AGENT_BRIDGE_PORT": "3055",
        "FIGMA_AGENT_CHANNEL_ID": "default-channel"
      }
    }
  }
}
```

---

### 🧠 3. Google Antigravity / Gemini CLI

Add to your Antigravity MCP settings (`~/.gemini/antigravity/mcp_config.json`):

```json
{
  "mcpServers": {
    "figma-agent": {
      "command": "node",
      "args": ["d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"],
      "env": {
        "FIGMA_AGENT_BRIDGE_HOST": "127.0.0.1",
        "FIGMA_AGENT_BRIDGE_PORT": "3055"
      }
    }
  }
}
```

---

### ⚡ 4. OpenAI Codex / Codex CLI / OpenAI Operator

Add to your Codex MCP configuration (`~/.codex/config.json` or `codex-settings.json`):

```json
{
  "mcpServers": {
    "figma-agent": {
      "command": "node",
      "args": ["d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"],
      "env": {
        "FIGMA_AGENT_BRIDGE_HOST": "127.0.0.1",
        "FIGMA_AGENT_BRIDGE_PORT": "3055",
        "FIGMA_AGENT_CHANNEL_ID": "default-channel"
      }
    }
  }
}
```

Or register via **Codex CLI**:

```bash
# Add Figma Agent MCP to Codex CLI
codex mcp add figma-agent -- node "d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"

# Inspect available tools via MCP Inspector
npx @modelcontextprotocol/inspector node "d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"
```

---

### 🌊 5. Windsurf / Codeium IDE

Add to `~/.codeium/windsurf/mcp_config.json`:

```json
{
  "mcpServers": {
    "figma-agent": {
      "command": "node",
      "args": ["d:/Code/Figma MCP/apps/mcp-server/dist/cli.js"],
      "env": {
        "FIGMA_AGENT_BRIDGE_HOST": "127.0.0.1",
        "FIGMA_AGENT_BRIDGE_PORT": "3055",
        "FIGMA_AGENT_CHANNEL_ID": "default-channel"
      }
    }
  }
}
```

---

## 📚 Complete MCP Tools Reference (50 Tools)

All 50 MCP tools are strictly typed via Zod schemas, execute deterministically, and provide robust failure metadata.

### 1. Connection & Session Management (2 tools)

| Tool Name              | Parameters             | Description                                                                        |
| ---------------------- | ---------------------- | ---------------------------------------------------------------------------------- |
| `figma.get_connection` | _none_                 | Get current WebSocket bridge connection status, latency, and session capabilities. |
| `figma.join_channel`   | `channelId`*, `secret` | Switch or join a specific Figma document channel session.                          |

### 2. Inspection & Read (6 tools)

| Tool Name                    | Parameters                      | Description                                                             |
| ---------------------------- | ------------------------------- | ----------------------------------------------------------------------- |
| `figma.get_document`         | `depth` (0–10)                  | Retrieve the document root hierarchy with bounded depth.                |
| `figma.get_selection`        | `depth` (0–10)                  | Get currently selected nodes in the active Figma canvas.                |
| `figma.get_node`             | `nodeId`*, `depth`              | Read detailed properties and subtree of a specific node.                |
| `figma.get_nodes`            | `nodeIds`*, `depth`             | Batch fetch multiple nodes by ID.                                       |
| `figma.get_local_components` | `query`, `pageOnly`             | Retrieve local Master Components and Component Sets with variant props. |
| `figma.get_local_styles`     | `type` (PAINT/TEXT/EFFECT/GRID) | List local paint, text, and effect styles with serialized paints.       |

### 3. Node Creation (4 tools)

| Tool Name                | Parameters                                                                     | Description                                         |
| ------------------------ | ------------------------------------------------------------------------------ | --------------------------------------------------- |
| `figma.create_frame`     | `width`_, `height`_, `x`, `y`, `name`, `parentId`, `layoutMode`                | Create a container Frame with optional Auto Layout. |
| `figma.create_text`      | `text`*, `x`, `y`, `width`, `font` ({family, style, size}), `name`, `parentId` | Create a Text node with reliable font loading.      |
| `figma.create_rectangle` | `width`_, `height`_, `x`, `y`, `cornerRadius`, `name`, `parentId`              | Create a Rectangle vector node.                     |
| `figma.create_section`   | `width`_, `height`_, `x`, `y`, `name`, `parentId`                              | Create a Section organization container.            |

### 4. Node Mutation & Geometry (6 tools)

| Tool Name           | Parameters                                 | Description                                             |
| ------------------- | ------------------------------------------ | ------------------------------------------------------- |
| `figma.move_node`   | `nodeId`_, `x`_, `y`*                      | Move a node to absolute coordinate positions.           |
| `figma.resize_node` | `nodeId`_, `width`_, `height`*             | Resize node dimensions.                                 |
| `figma.rename_node` | `nodeId`_, `name`_                         | Rename node layer title.                                |
| `figma.delete_node` | `nodeId`_, `destructive`_ (must be `true`) | Permanently delete a node from canvas (safety guarded). |
| `figma.clone_node`  | `nodeId`*, `parentId`, `x`, `y`, `name`    | Duplicate an existing node hierarchy.                   |
| `figma.set_parent`  | `nodeId`_, `targetParentId`_, `index`      | Reparent and reorder a node in the layer tree.          |

### 5. Auto Layout & Responsive Sizing (2 tools)

| Tool Name                 | Parameters                                                                                                                  | Description                                    |
| ------------------------- | --------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- |
| `figma.set_auto_layout`   | `nodeId`_, `mode`_, `itemSpacing`, `padding` ({top, right, bottom, left}), `primaryAxisAlignItems`, `counterAxisAlignItems` | Configure responsive Flexbox-like Auto Layout. |
| `figma.set_layout_sizing` | `nodeId`*, `horizontal` (FIXED/HUG/FILL), `vertical` (FIXED/HUG/FILL)                                                       | Set container and child axis sizing behavior.  |

### 6. Visual Styles & Effects (5 tools)

| Tool Name                 | Parameters                                                            | Description                                             |
| ------------------------- | --------------------------------------------------------------------- | ------------------------------------------------------- |
| `figma.set_fills`         | `nodeId`_, `fills`_ (Array of Solid/Gradient/Image fills)             | Apply background colors, gradients, and images.         |
| `figma.set_strokes`       | `nodeId`_, `strokes`_, `strokeWeight`, `strokeAlign`                  | Apply border strokes, weights, and alignments.          |
| `figma.set_corner_radius` | `nodeId`_, `radius`_ (number or per-corner object), `cornerSmoothing` | Set border corner radius with iOS continuous smoothing. |
| `figma.set_opacity`       | `nodeId`_, `opacity`_ (0.0 – 1.0)                                     | Adjust layer opacity.                                   |
| `figma.set_effects`       | `nodeId`_, `effects`_ (DROP_SHADOW, INNER_SHADOW, LAYER_BLUR)         | Apply drop shadows, inner shadows, and blurs.           |

### 7. Components & Instances (5 tools)

| Tool Name                        | Parameters                                                             | Description                                                             |
| -------------------------------- | ---------------------------------------------------------------------- | ----------------------------------------------------------------------- |
| `figma.create_component`         | `name`*, `width`, `height`, `parentId`, `componentPropertyDefinitions` | Convert a node into a reusable Master Component.                        |
| `figma.create_instance`          | `componentId`*, `x`, `y`, `properties`, `parentId`                     | Instantiate a component variant.                                        |
| `figma.set_component_properties` | `nodeId`_, `properties`_                                               | Override component variant properties.                                  |
| `figma.detach_instance`          | `nodeId`_, `destructive`_ (must be `true`)                             | Detach component instance to regular editable frames (safety guarded).  |
| `figma.get_local_components`     | `query`, `pageOnly`                                                    | Retrieve local Master Components and Component Sets with variant props. |

### 8. Variables & Design Tokens (6 tools)

| Tool Name                   | Parameters                                                                                              | Description                                      |
| --------------------------- | ------------------------------------------------------------------------------------------------------- | ------------------------------------------------ |
| `figma.get_local_variables` | `collectionId`                                                                                          | List local variables and token collections.      |
| `figma.create_variable`     | `name`_, `resolvedType`_ (COLOR/FLOAT/STRING/BOOLEAN), `collectionId`, `collectionName`, `initialValue` | Create a semantic Design Token variable.         |
| `figma.set_variable_value`  | `variableId`_, `modeId`_, `value`*                                                                      | Update variable value for a specific mode.       |
| `figma.bind_variable`       | `nodeId`_, `property`_ (fills/strokes/opacity/itemSpacing/cornerRadius), `variableId`*                  | Bind a node property to a Design Token variable. |
| `figma.create_paint_style`  | `name`_, `paints`_, `description`                                                                       | Create a shared Paint Style in the file.         |
| _(Reused Inspect)_          | `get_local_styles`                                                                                      | Query shared styles.                             |

### 9. Assets, Images & Export (3 tools)

| Tool Name                   | Parameters                                        | Description                                           |
| --------------------------- | ------------------------------------------------- | ----------------------------------------------------- |
| `figma.export_node`         | `nodeId`*, `format` (PNG/JPG/SVG/PDF), `scale`    | Export node as Base64 image data or UTF-8 SVG string. |
| `figma.set_export_settings` | `nodeId`_, `exportSettings`_                      | Configure export presets on a node.                   |
| `figma.set_image_fill`      | `nodeId`_, `imageBase64`_, `scaleMode`, `opacity` | Upload and apply an image fill from Base64.           |

### 10. Text & Typography (6 tools)

| Tool Name                  | Parameters                                                        | Description                                           |
| -------------------------- | ----------------------------------------------------------------- | ----------------------------------------------------- |
| `figma.set_text_content`   | `nodeId`_, `text`_                                                | Update text string content.                           |
| `figma.set_font_size`      | `nodeId`_, `fontSize`_, `start`, `end`                            | Update font size (whole text or range).               |
| `figma.set_font_family`    | `nodeId`_, `family`_, `style`, `start`, `end`                     | Change font family and weight with auto font-loading. |
| `figma.set_text_alignment` | `nodeId`*, `horizontal` (LEFT/CENTER/RIGHT/JUSTIFIED), `vertical` | Set text alignment.                                   |
| `figma.set_line_height`    | `nodeId`*, `unit` (PIXELS/PERCENT/AUTO), `value`                  | Set line height spacing.                              |
| `figma.set_letter_spacing` | `nodeId`_, `unit` (PIXELS/PERCENT), `value`_                      | Set letter spacing (tracking).                        |

### 11. Context Optimization & Pruning (1 tool)

| Tool Name               | Parameters                                                              | Description                                                                                    |
| ----------------------- | ----------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------- |
| `figma.compile_context` | `nodeId`, `format` (markdown/dsl/compact/json), `maxTokens`, `maxDepth` | Compile and compress Figma trees with token budget enforcement and compact DSL representation. |

### 12. Validation & Accessibility (2 tools)

| Tool Name              | Parameters                                         | Description                                                                                      |
| ---------------------- | -------------------------------------------------- | ------------------------------------------------------------------------------------------------ |
| `figma.validate_node`  | `nodeId`, `rules`, `includeChildren`               | Audit node tree for WCAG 2.1 contrast, Auto Layout rules, token scales, and layer naming health. |
| `figma.check_contrast` | `foreground`_, `background`_, `fontSize`, `isBold` | Calculate WCAG 2.1 relative luminance and contrast ratio (AA/AAA).                               |

### 13. Composite Skills & Batch Execution (3 tools)

| Tool Name             | Parameters                                                                                              | Description                                                                                                                                                                                                                                               |
| --------------------- | ------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `figma.list_skills`   | _none_                                                                                                  | Discover available high-level Agent Skills.                                                                                                                                                                                                               |
| `figma.run_skill`     | `skillName`*, `payload`                                                                                 | Execute a multi-step composite workflow.                                                                                                                                                                                                                  |
| `figma.batch_execute` | `commands`*, `rollbackOnFailure` (default: true), `stopOnFirstError`, `transactionId`, `idempotencyKey` | Execute multiple Figma commands sequentially with dynamic symbolic reference resolution (`ref`, `parentRef`, `nodeRef`, `$ref:name`), in-memory idempotency deduplication (`idempotencyKey`), and compensating cleanup of newly created nodes on failure. |

### 14. Design System Semantic Resolution (1 tool)

| Tool Name                     | Parameters                                                                           | Description                                                                                                                                                           |
| ----------------------------- | ------------------------------------------------------------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `figma.resolve_design_system` | `type`* (component/color/spacing/radius/audit_node), `query`, `intentHint`, `nodeId` | Semantically resolve human intent (e.g. "primary button", "#6366F1", 16px) to matching components/tokens with perceptual $\Delta E$ distance and node token auditing. |

#### 💡 Example: Building a Hierarchical UI Card in 1 Batch Call

```json
{
  "transactionId": "tx-pricing-01",
  "idempotencyKey": "idem-card-01",
  "rollbackOnFailure": true,
  "commands": [
    {
      "command": "figma.create_frame",
      "ref": "card",
      "payload": { "width": 360, "height": 480, "name": "Pricing Card" }
    },
    {
      "command": "figma.create_text",
      "ref": "title",
      "parentRef": "card",
      "payload": { "text": "Pro Plan", "font": { "family": "Inter", "style": "Bold", "size": 24 } }
    },
    {
      "command": "figma.create_rectangle",
      "ref": "btn",
      "parentRef": "card",
      "payload": { "width": 312, "height": 44, "cornerRadius": 8, "name": "CTA Button" }
    },
    {
      "command": "figma.set_fills",
      "nodeRef": "btn",
      "payload": { "fills": [{ "type": "SOLID", "color": "#3B82F6" }] }
    }
  ]
}
```

_Returns `refMap: { "card": "123:456", "title": "123:457", "btn": "123:458" }`._

---

## 🤖 Composite Agent Skills (9 Skills)

### 🧱 Core General Skills (6)

1. **`skill.inspect_design`**: Read comprehensive node hierarchy, bounds, styles, typography, layout properties, and design token binding recommendations.
2. **`skill.create_screen`**: Construct a complete responsive screen container with header bar, content area, Auto Layout, and Fill/Hug sizing rules.
3. **`skill.edit_selection`**: Batch mutate visual fills, strokes, opacity, corner radius, and text characters on currently selected canvas nodes.
4. **`skill.create_component`**: Create a reusable Master Component with Auto Layout, styling, and typed component property definitions.
5. **`skill.apply_design_system`**: Audit a node subtree and automatically apply recommended Variable token bindings (`figma.bind_variable`).
6. **`skill.validate_design`**: Run complete WCAG 2.1 contrast, Auto Layout, and token scale rules against a layout subtree.

### ⚡ Specialized Workflows (3)

7. **`skill.create_design_system`**: Turnkey generation of Color Variable tokens (`color/primary`, `color/background`, `color/surface`, `color/text-primary`), Paint Styles, and a responsive `Button/Primary` master component.
8. **`skill.auto_fix_accessibility`**: Audits layout hierarchy for WCAG 2.1 contrast violations and automatically repairs low-contrast text colors to achieve AA compliance.
9. **`skill.convert_wireframe_to_hifi`**: Transforms a low-fidelity wireframe container into a polished High-Fidelity UI Card with modern surface fills, soft drop shadows, and continuous corner smoothing.

---

## 🧪 Testing & Verification

Run the comprehensive test suite (171 passing tests across 33 test files):

```bash
# Run format checking
pnpm format:check

# Run full build
pnpm build

# Run unit and integration tests
pnpm test

# Strict TypeScript typechecking
pnpm typecheck

# ESLint audit
pnpm lint
```

### Benchmark Results:

- ⚡ **WebSocket Concurrency**: 50 concurrent client connections with burst heartbeats: **p95 < 100ms**, 0 dropouts.
- 🌳 **Massive Tree Scaling**: Context compilation of **6,111 nodes** with 1,000 token budget: **< 100ms execution time, >70% context reduction in benchmark scenarios**.
- 🛡️ **Fault Tolerance**: Automatic reconnection and error handling with `retryable` flags on socket dropouts.

---

## 📄 License

MIT © 2026 Figma Agent MCP Contributors

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivitySlowing
ResponsivenessNo issues

Resources