UIZZE

Anti-slop UI reference MCP for coding agents: real web and iOS UI references, design contracts, validation, audits, and critiques.

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Documentation

UIZZE MCP

UI taste for agents.

UIZZE is an anti-slop UI context layer for coding agents. It helps agents inspect real UI references before implementation instead of beginning from a generic guess.

→ Read the anti-slop UI workflow

→ Run the free AI UI slop preflight checklist

→ Copy an anti-slop UI research, contract, validation, and critique prompt

→ Follow the UI reference cookbook for coding agents

Use UIZZE to:

  • Browse a public catalog of real web and iOS product UI references.
  • Search screens, flows, and UI elements for visual context before building.
  • Give supported coding agents a hosted MCP workflow with UI design contracts, implementation validation, audits, and critiques.

The public catalog is free to browse. Full access is required for Agent Connector and hosted MCP workflows.

Partner with UIZZE

Refer product builders who need real UI references and agent-ready design context. UIZZE affiliates earn 50% of each referred buyer's first paid order, with a 30-day hold and manual payout.

Get your referral link

Use the disclosure-safe partner share kit

Connect the MCP server

  1. Get an agent token from the UIZZE Agent Connector.
  2. Connect the remote MCP endpoint:
URL: https://uizze.com/mcp
Authorization: Bearer <your UIZZE agent token>

Store the token in local agent configuration or an environment variable only. Do not commit it.

Codex

export UIZZE_AGENT_TOKEN="uizze_at_your_token"
codex mcp add uizze --url https://uizze.com/mcp --bearer-token-env-var UIZZE_AGENT_TOKEN

Claude Code

claude mcp add --transport http uizze https://uizze.com/mcp --header "Authorization: Bearer uizze_at_your_token"

Cursor

{
  "mcpServers": {
    "uizze": {
      "url": "https://uizze.com/mcp",
      "headers": {
        "Authorization": "Bearer uizze_at_your_token"
      }
    }
  }
}

What the server provides

The UIZZE MCP server returns structured UI references, image URLs, OCR excerpts, ontology context, design contracts, implementation manifests, deterministic audit results, critique gates, and suggested follow-up calls.

Start UI work by creating a design contract, inspect the relevant references, adapt the observed patterns to the existing design system, then validate and critique the implementation before calling it done. Do not clone brands, logos, proprietary copy, assets, or exact layouts.

Install the free anti-slop review skill

Install the standalone checklist workflow for compatible coding agents:

npx skills add aislon/uizze-mcp --skill ai-ui-slop-review

The review skill works without a UIZZE connection or token. It reviews already implemented, rendered web and iOS interfaces for evidence-backed blocking issues, missing states, generic product decisions, observable responsive or accessibility gaps, and design-system coherence. It does not build or edit the interface.

Install the UIZZE research skill

Install the reusable UIZZE UI-research workflow for compatible coding agents:

npx skills add aislon/uizze-mcp --skill uizze-ui-research

The skill guides agents to use UIZZE references, design contracts, and validation workflows without copying another product's branded interface. It requires a configured UIZZE MCP connection for hosted workflows.

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