Stitch MCP — Generate Variants

Generates alternative versions of existing screens using Stitch's native variant generation API. This is more efficient than the text-prompt approach (1 API call vs. 3) and offers fine-grained control over what aspects to vary.

Critical prerequisite

Only use this skill when the user explicitly mentions "Stitch".

You must have both a projectId AND at least one screenId of an existing screen. Variants are always based on an existing design — you can't generate variants from scratch.

When to use

• User wants to explore alternative versions of an existing screen
• After generation, user says "show me some variations" or "try different styles"
• The orchestrator's Step 5b offers "Generate variants"
• A/B testing — creating multiple options for stakeholder review

Call the MCP tool

{
  "name": "generate_variants",
  "arguments": {
    "projectId": "3780309359108792857",
    "selectedScreenIds": ["88805abc123def456"],
    "prompt": "Explore different color schemes while keeping the layout structure",
    "variantOptions": {
      "variantCount": 3,
      "creativeRange": "EXPLORE",
      "aspects": ["COLOR_SCHEME", "IMAGES"]
    },
    "deviceType": "DESKTOP",
    "modelId": "GEMINI_3_1_PRO"
  }
}

Parameter reference

projectId — numeric ID only, no prefix

✅ "3780309359108792857"
❌ "projects/3780309359108792857"

selectedScreenIds — array of numeric screen IDs

✅ ["88805abc123def456"]
❌ ["projects/123/screens/88805abc123def456"]

The source screen(s) to generate variants from.

prompt — optional guidance for variant direction

Provide context about what kind of variations the user wants. The variantOptions do the heavy lifting, but the prompt adds nuance.

variantOptions — controls what and how much to vary

creativeRange mapping from user language

aspects — what to vary

You can combine aspects: ["LAYOUT", "COLOR_SCHEME"] varies both simultaneously.

deviceType — optional

Same enum: MOBILE, DESKTOP, TABLET, AGNOSTIC

modelId — optional

Output

Returns new screens added to the project. Each variant appears as a separate screen in list_screens.

After generating variants

1. Call stitch-mcp-list-screens to find all new variant screens
2. Call stitch-mcp-get-screen for each to get screenshots
3. Present side by side: "Here are your 3 variants: [screenshots]. Which one do you prefer?"
4. Once the user picks a winner, offer:

- "Edit the chosen variant further?" → stitch-mcp-edit-screens - "Convert to code?" → framework conversion workflow - "Generate more variants from the winner?" → another generate_variants call

Anti-patterns

• Never generate variants without an existing screen — you need a source design
• Never use projects/ID format for projectId or screenId — both must be numeric
• Never set variantCount above 5 — the API caps at 5