Stitch MCP — Generate Screen from Text

SkillAI & models

Generates a high-fidelity UI screen or wireframe from a text prompt using Stitch. This is the core text-to-UI generation tool — the heart of the Stitch workflow.

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Stitch MCP — Generate Screen from Text skill

What this skill tells your AI

The instructions your AI receives, as published by gabelul/stitch-kit in skills/stitch-mcp-generate-screen-from-text/SKILL.md and read by ahel’s review.

Generates a UI design screen from a structured text prompt. This is the central action in any Stitch workflow — everything before it (spec generation, prompt assembly) is preparation, and everything after it (screen retrieval, code conversion) is follow-through.

Critical prerequisite

Only use this skill when the user explicitly mentions "Stitch" or when called from an upstream skill (e.g. stitch-ideate, stitch-orchestrator).

You must have a projectId before calling this. If you don't have one:

  • Create a new project via stitch-mcp-create-project
  • Or find an existing project via stitch-mcp-list-projects

When to use

  • User asks to "design", "generate", "create", or "make" a screen using Stitch
  • The orchestrator has assembled a prompt via stitch-ui-prompt-architect
  • User provides specific visual requirements and wants a Stitch-generated result

Call the MCP tool

{
  "name": "generate_screen_from_text",
  "arguments": {
    "projectId": "3780309359108792857",
    "prompt": "[Full structured prompt — see below]",
    "deviceType": "MOBILE",
    "modelId": "GEMINI_3_1_PRO",
    "designSystem": "assets/15996705518239280238"
  }
}

Parameter reference

designSystem — optional, PREFIXED asset id

✅ "assets/15996705518239280238"
❌ "15996705518239280238"

This is how you get design consistency across generated screens — pass the name of a design system from stitch-mcp-create-design-system, stitch-mcp-create-design-system-from-design-md, or stitch-mcp-list-design-systems (used as-is, with the assets/ prefix). This is the opposite format from apply_design_system's assetId, which wants the prefix stripped.

projectId — numeric ID only, no projects/ prefix

✅ "3780309359108792857"
❌ "projects/3780309359108792857"

prompt — use the [Context] [Layout] [Components] structure

[Context & Style]
[Device] [Mode] [screen type] for [product]. [aesthetic]. [theme]. [colors]. [font].

[Layout]
[Describe the structural arrangement]

[Components]
[Specific named UI components with details]

For best results, use the stitch-ui-prompt-architect skill to assemble the prompt before calling this tool.

deviceType

ValueUse when
MOBILEMobile app, phone-sized UI (default if uncertain)
DESKTOPWeb dashboard, landing page, SaaS UI
TABLETTablet-specific layout
AGNOSTICNot tied to a specific device — responsive/fluid layout

modelId

ValueUse when
GEMINI_3_1_PRORecommended — complex layouts, high fidelity
GEMINI_3_FLASHFast iteration, wireframes, simple changes
GEMINI_3_PRODeprecated. Still works but will be removed. Use GEMINI_3_1_PRO instead.

After generating

This tool returns session info but not the actual screenshot/HTML. To retrieve the design:

  1. Call stitch-mcp-list-screens with projects/[projectId] to find the new screen
  2. Call stitch-mcp-get-screen with the projectId and screenId to get the screenshot and HTML

Prompt quality checklist

Before calling this tool, verify the prompt:

  • Specifies device type consistently with deviceType parameter
  • Names specific components (not "some buttons" — "primary 'Sign In' button")
  • Includes colors (hex codes or clear color names)
  • Uses realistic content (not Lorem Ipsum)
  • Specifies light or dark mode explicitly

Batch generation from full PRDs

When the prompt is a complete PRD document (product overview, design system, multiple screen specifications, build guide), Stitch will generate multiple screens in a single call — not just one. Stitch generates up to 10 screens per call. A PRD with 8 screen specs typically produces 5-7 screens automatically.

This is the same mechanism Stitch's web Ideate uses for "generate all screens". The PRD format acts as a comprehensive prompt that Stitch decomposes internally.

How to use batch generation:

  1. Send the full PRD text as the prompt parameter

  2. Stitch generates up to ~10 screens per call from a multi-screen PRD

  3. Two possible outcomes depending on whether the MCP response times out:

    If response returns with data:

    • Check output_components for continuation suggestions (e.g. "Yes, make them all", "Generate remaining screens")
    • Automatically call generate_screen_from_text again with the suggestion text as the prompt — the user already initiated generation, no need to re-confirm
    • Repeat until no more output_components suggestions appear (max 3 continuation calls to prevent infinite loops)

    If response returns empty (HTTP timeout):

    • Generation is still running server-side — do NOT retry
    • Wait 90-120 seconds, then call list_screens to discover what was generated
    • If empty, wait another 60 seconds and retry the list call
    • Generate any missing screens individually with focused prompts referencing the PRD's design system

Timing

Stitch generation takes 60–180 seconds for single screens and up to 5 minutes for multi-screen PRD generation. This is normal behavior, not a timeout.

  • Do NOT retry during this window
  • Do NOT assume failure if it takes > 60 seconds
  • The MCP tool may return empty for long generations — check list_screens afterward
  • If it fails: wait 90 seconds, check list_screens, retry ONCE max if nothing appeared
  • Each call creates a new generation — retries mean duplicate screens

References

  • examples/desktop.md — Desktop dashboard prompts (SaaS analytics, admin panel)
  • examples/mobile.md — Mobile app prompts (login, social feed, e-commerce)

Signals

GitHub stars
45
Forks
5
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
stitch-mcp-generate-screen-from-text
Source
github.com/gabelul/stitch-kit