design.reprise/reprise

up checked 2026-11-11T00:38:15.917Z

Unclaimed · Unverified

Publisher-provided description

Un-flatten any flat AI design into editable layers, reproduce it bit-perfect, from your agent.

Summary by lookupd

Splits a flat design image into editable layers, auto-detects its elements, and scores how closely a reproduction matches the original.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http

Codex, remote (streamable-http)

codex mcp add reprise --url https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "reprise": {
      "url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

reproduce Un-flatten a flat design image into editable layers and reproduce it bit-perfect, returning the fidelity score. Returns: A JSON string with a bit_perfect flag a
autodetect Auto-detect the elements (subjects and text) in a design image as relative bounding boxes. Returns: A JSON string with the detected elements (relative bboxes) a
diagnose Score how faithfully a reproduction matches an original (MAE / PSNR / exact-match % / stray px). Returns: A JSON string with the fidelity metrics.

Shows this live status and links here; updates hourly.

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