mcp-server

AI-Diagram-Prototype-Generator-MCP-Server-

Name: AI-Diagram-Prototype-Generator-MCP-Server-
Author: SimonUTD

AI Diagram & Prototype File Generator (MCP Server)

69 stars15 forksPythonUpdated 9/13/2025100% free · open source

What it does

The AI Diagram & Prototype File Generator generates diagram and prototype files using AI, specifically designed for MCP Server, to streamline the development process.

When to use it

•When you need to quickly generate prototypes for your MCP Server projects
•When you want to automate the process of creating diagram files for your applications
•When you need to reduce the time spent on manually creating and updating prototype files

Ready-to-paste prompt

python generator.py -i input.json -o output -m 'Create a prototype for a simple e-commerce application'

Heads up: Ensure you have Python 3.8 or later installed, as the repository uses Python 3.8-specific features, and also be aware that the AI model requires a significant amount of computational resources and may take a long time to generate complex prototypes

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-diagram-prototype-generator-mcp-server && curl -fsSL https://workflowstacks.com/api/skills/ai-diagram-prototype-generator-mcp-server/claude-skill -o ~/.claude/skills/ai-diagram-prototype-generator-mcp-server/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-diagram-prototype-generator-mcp-server && curl -fsSL https://workflowstacks.com/api/skills/ai-diagram-prototype-generator-mcp-server/claude-skill -o ~/.claude/skills/ai-diagram-prototype-generator-mcp-server/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

SimonUTD

Language

Python