Stitch

CommunityPopular

Dicklesworthstone

stitch

Generate UI designs and frontend code with Google Stitch via MCP. Use when asked to create screens, mockups, UI designs, or generate frontend code from text descriptions. Supports desktop, mobile, and tablet layouts.

Overview

Publisher	Dicklesworthstone
Repository	`pi_agent_rust`
Skill name	`stitch`
Stars	1.7K
Forks	206
Bundled files	Instructions only
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by Dicklesworthstone on GitHub. Read the source before you install it.

Installation

Install the Stitch AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/Dicklesworthstone/pi_agent_rust/tree/main/tests/ext_conformance/artifacts/agents-mikeastock/skills/stitch

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/Dicklesworthstone/pi_agent_rust.git /tmp/pi_agent_rust
mkdir -p .claude/skills
cp -r /tmp/pi_agent_rust/tests/ext_conformance/artifacts/agents-mikeastock/skills/stitch .claude/skills/stitch

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Stitch in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Stitch on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Stitch is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Google Stitch — AI UI/UX Design Generation

Generate production-ready UI designs and frontend code using Google Stitch via MCP.

Prerequisites

Verify stitch is configured:

bash
mcporter list stitch

If missing, configure it:

bash
# 1. Authenticate with Google Cloud
gcloud auth application-default login

# 2. Enable Stitch API
gcloud beta services mcp enable stitch.googleapis.com --project=YOUR_PROJECT_ID

# 3. Add to mcporter
mcporter config add stitch --stdio "npx -y stitch-mcp" --env GOOGLE_CLOUD_PROJECT=YOUR_PROJECT_ID

Tools

Tool	Purpose
`list_projects`	List all projects
`create_project`	Create a project
`get_project`	Get project details
`list_screens`	List screens in a project
`get_screen`	Get screen details
`generate_screen_from_text`	Generate a screen from a prompt
`fetch_screen_code`	Download HTML/CSS code
`fetch_screen_image`	Download preview image

Workflows

List Projects

bash
mcporter call stitch.list_projects
mcporter call stitch.list_projects filter="view=owned"
mcporter call stitch.list_projects filter="view=shared"

Create a Project

bash
mcporter call stitch.create_project title="My App Design"

Generate a Screen

bash
mcporter call stitch.generate_screen_from_text \
  projectId="PROJECT_ID" \
  prompt="A modern dashboard with sidebar navigation, user stats cards, and a data table" \
  deviceType="DESKTOP" \
  modelId="GEMINI_3_PRO"

Parameters:

projectId (required): Numeric project ID (e.g., 4651986810686364080)
prompt (required): UI description
deviceType: MOBILE (default), DESKTOP, TABLET, or AGNOSTIC
modelId: GEMINI_3_FLASH (default, 30–60s) or GEMINI_3_PRO (1–3min, higher quality)

Generation takes 1–3 minutes. Do not retry.

List Screens

bash
mcporter call stitch.list_screens projectId="PROJECT_ID"

Get Screen Details

bash
mcporter call stitch.get_screen projectId="PROJECT_ID" screenId="SCREEN_ID"

Download Code

bash
mcporter call stitch.fetch_screen_code projectId="PROJECT_ID" screenId="SCREEN_ID"

Returns self-contained HTML with Tailwind CSS.

Download Image

bash
mcporter call stitch.fetch_screen_image projectId="PROJECT_ID" screenId="SCREEN_ID"

Saves PNG to current directory; returns base64 data.

Prompt Engineering

Specify These Elements

Layout: sidebar, header, grid, cards
Components: buttons, forms, tables, modals
Content: user data, charts, lists
Style: minimal, corporate, playful, dark mode

Strong Prompts


A settings page with a left sidebar showing navigation categories 
and a main content area with toggle switches for notifications, 
privacy settings, and account preferences. Dark mode.


An e-commerce product listing page with a search bar, filter sidebar 
on the left, and a 3-column grid of product cards showing image, 
title, price, and add-to-cart button.

Weak Prompts


A nice website


Settings page

Device Types

Type	Resolution	Best For
`DESKTOP`	1280×1024	Full layouts, sidebars, wide tables
`MOBILE`	390×844	Single column, bottom nav, touch targets
`TABLET`	768×1024	Hybrid layouts
`AGNOSTIC`	Varies	Responsive components

Model Selection

GEMINI_3_FLASH: 30–60 seconds. Use for iteration.
GEMINI_3_PRO: 1–3 minutes. Use for final designs.

Iteration Workflow

Create a project for your design system
Generate initial screens with FLASH for rapid iteration
Refine prompts based on output
Generate final versions with PRO
Extract code with fetch_screen_code

Maintain Consistency

Reference existing designs in subsequent prompts:


Following the same design system as the dashboard (dark mode, 
Inter font, blue accent #137fec, rounded-lg corners), 
create a user profile page with...

Response Handling

generate_screen_from_text

Returns:

screenId: Generated screen ID
output_components: Feedback or suggestions

If output_components contains suggestions (e.g., "Yes, make them all"), present them to the user. If accepted, call generate_screen_from_text again with the suggestion as the prompt.

Code Structure

Generated HTML includes:

Tailwind CSS via CDN
Custom Tailwind config (colors, fonts)
Responsive classes
Inline SVG icons

Errors

Error	Cause	Fix
`HTTP 401`	Expired auth	`gcloud auth application-default login`
`HTTP 403`	API disabled	`gcloud beta services mcp enable stitch.googleapis.com`
Timeout	Slow generation	Wait; check status with `get_screen`
`Project ID not found`	Missing env var	Set `GOOGLE_CLOUD_PROJECT`

Examples

Complete Design Flow

bash
# Create project
mcporter call stitch.create_project title="SaaS Dashboard"

# Generate dashboard
mcporter call stitch.generate_screen_from_text \
  projectId="NEW_PROJECT_ID" \
  prompt="A SaaS analytics dashboard: header with logo and user avatar, left sidebar with nav (Dashboard, Analytics, Users, Settings), main area with 4 stat cards (Revenue, Users, Orders, Growth) and a line chart" \
  deviceType="DESKTOP" \
  modelId="GEMINI_3_PRO"

# List screens
mcporter call stitch.list_screens projectId="NEW_PROJECT_ID"

# Download code
mcporter call stitch.fetch_screen_code projectId="NEW_PROJECT_ID" screenId="SCREEN_ID"

Quick Mobile Mockup

bash
mcporter call stitch.generate_screen_from_text \
  projectId="PROJECT_ID" \
  prompt="Mobile login screen: app logo at top, email and password fields, 'Forgot password?' link, primary 'Sign In' button, 'Don't have an account? Sign up' at bottom" \
  deviceType="MOBILE" \
  modelId="GEMINI_3_FLASH"

Frequently asked questions

What does the Stitch AI skill do?

Why use Stitch on TypingMind?

Because you install it once and use it with any model. Stitch is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Stitch in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Dicklesworthstone/pi_agent_rust/tree/main/tests/ext_conformance/artifacts/agents-mikeastock/skills/stitch. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Stitch?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Stitch?

As many as you like. As long as a model supports skills, you can use Stitch with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Stitch AI skill free?

It is published on GitHub by Dicklesworthstone. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Google Stitch — AI UI/UX Design Generation

Prerequisites

Tools

Workflows

List Projects

Create a Project

Generate a Screen

List Screens

Get Screen Details

Download Code

Download Image

Prompt Engineering

Specify These Elements

Strong Prompts

Weak Prompts

Device Types

Model Selection

Iteration Workflow

Maintain Consistency

Response Handling

generate_screen_from_text

Code Structure

Errors

Examples

Complete Design Flow

Quick Mobile Mockup

Frequently asked questions

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