Medium Risk

sp_generate

Generate a UI page with optional design system enforcement, accessibility fixes, responsive breakpoints, and framework conversion

How to control sp_generate ↓

What sp_generate does on Stitch Pro

AI agents use sp_generate to create or update resources in Stitch Pro — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Stitch Pro environment.

Medium Risk

Why sp_generate needs a policy

This tool creates or generates new UI pages and design artifacts (Write category). While the output is code/design that could be integrated into production systems, the operation is reversible—generated pages can be deleted, edited, or replaced.

From the tool's definition Tool description states 'Generate a UI page' with capabilities to apply design systems, create responsive breakpoints, and convert frameworks. The verb 'Generate' combined with creating UI artifacts constitutes content creation.

Documented attack patterns abuse exactly the kind of access sp_generate gives an agent:

How to control sp_generate

PolicyLayer is an MCP gateway — it sits between your AI agents and Stitch Pro, and nothing reaches the server without passing your rules. This is the rule we recommend for sp_generate:

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "sp_generate": {
      "limits": [
        {
          "counter": "sp_generate_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

sp_generate stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

  1. Create a free account and register Stitch Pro — nothing to install.
  2. Add this policy — paste it, or build it visually.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
LIMIT THIS TOOL →

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Related tools and policies

Go deeper

Questions about sp_generate

What does the sp_generate tool do? +

Generate a UI page with optional design system enforcement, accessibility fixes, responsive breakpoints, and framework conversion. It is categorised as a Write tool in the Stitch Pro MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on sp_generate? +

Register the Stitch Pro MCP server in PolicyLayer and add a rule for sp_generate: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Stitch Pro. Nothing to install.

What risk level is sp_generate? +

sp_generate is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit sp_generate? +

Yes. Add a rate_limit block to the sp_generate rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block sp_generate completely? +

Set action: deny in the PolicyLayer policy for sp_generate. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides sp_generate? +

sp_generate is provided by the Stitch Pro MCP server (luciferdono/stitch-pro-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Stitch Pro tool call.

Start from Stitch Pro, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

Free to start. No card required.

17 Stitch Pro tools catalogued and risk-classified — across an index of 43,000+ MCP servers.

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