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Reprise

design.reprise/reprise ยท v0.3.0

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

Connect Remote server

Terminal
claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http
~/.cursor/mcp.json
{
  "mcpServers": {
    "reprise": {
      "url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "reprise": {
      "type": "http",
      "url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http

Tools 3 found in our last check

  • 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 and fidelity metrics (mae, psnr, exact-match %, stray px).

  • 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) and their count.

  • diagnose

    Score how faithfully a reproduction matches an original (MAE / PSNR / exact-match % / stray px). Returns: A JSON string with the fidelity metrics.

Details

Endpointhttps://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http (Streamable HTTP)
First published20 Jun 2026
Last updated20 Jun 2026
Registry namedesign.reprise/reprise

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