# Ai Architect

> ComfyUI workflow generator from natural language. ReactFlow canvas, Claude + Gemini + GPT backends, Tauri v2 desktop app.

- **Type:** MCP server
- **Install:** `agentstack add mcp-fullydigital-design-ai-architect`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [fullydigital-design](https://agentstack.voostack.com/s/fullydigital-design)
- **Installs:** 0
- **Category:** [Integrations](https://agentstack.voostack.com/c/integrations)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [fullydigital-design](https://github.com/fullydigital-design)
- **Source:** https://github.com/fullydigital-design/ai-architect

## Install

```sh
agentstack add mcp-fullydigital-design-ai-architect
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# AI Architect

**Natural language → valid ComfyUI workflow JSON**

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## Screenshots

  
    
    
  

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## What it does

Describe an image generation pipeline in plain English; AI Architect produces a valid ComfyUI workflow JSON you can load or execute immediately. It supports multiple AI providers (Claude, GPT-4o, Gemini, OpenRouter) and builds context-aware prompts from the live node registry of your running ComfyUI instance. Generated workflows go through multi-stage validation and are automatically corrected when the model produces invalid node connections or missing inputs.

---

## Features

- **Multi-provider AI** — 12+ models across Anthropic, OpenAI, Google, and OpenRouter; per-model token budgeting
- **Visual node graph** — ReactFlow canvas with auto-layout, type-checked edge connections, and inline editing
- **Live ComfyUI integration** — `/object_info` sync for node discovery, WebSocket execution pipeline, error auto-correction loop
- **Context-aware prompting** — system prompt assembled from live node registry + installed checkpoints/LoRAs at generation time
- **MCP server** — exposes ComfyUI operations as tools consumable by any MCP-compatible AI client
- **Zero-backend architecture** — fully client-side; AI calls go browser-direct, state persisted in localStorage

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## Stack

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## Status

| Component | Status |
|---|---|
| Frontend (browser) | Complete — functional in browser dev mode |
| Electron desktop shell | Complete — window opens with full API access |
| Test suite | Not present |

---

## Setup

**Prerequisites:** Node 20+, pnpm, a running ComfyUI instance

```bash
cd webapp
pnpm install
cp .env.example .env          # fill in your AI provider keys
pnpm dev                      # browser — http://localhost:5173
pnpm electron:dev             # desktop (Electron)
```

Set `VITE_COMFYUI_URL` in `.env` to point at your ComfyUI instance (default `http://127.0.0.1:8188`).

For local path overrides (ComfyUI root, Python exe, etc.):

```bash
cp .env.secret.example .env.secret   # fill in absolute paths, never committed
```

---

## MCP Server

```bash
cd mcp-server
pnpm install
pnpm start
```

Add the server to your MCP client config (e.g. `.mcp.json`) to expose ComfyUI tools (`queue_prompt`, `get_history`, `get_models`, etc.) to your AI client.

---

## Project Layout

```
webapp/          React + Vite frontend + Electron shell
mcp-server/      TypeScript MCP server
scripts/         Bootstrap and check scripts (PowerShell)
docs/            Screenshots and internal docs
```

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [fullydigital-design](https://github.com/fullydigital-design)
- **Source:** [fullydigital-design/ai-architect](https://github.com/fullydigital-design/ai-architect)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** yes
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** yes
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-fullydigital-design-ai-architect
- Seller: https://agentstack.voostack.com/s/fullydigital-design
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.