Un-flatten any flat AI design into editable layers, reproduce it bit-perfect, from your agent.
Connect Remote server
claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http
{
"mcpServers": {
"reprise": {
"url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
}
}
}
{
"servers": {
"reprise": {
"type": "http",
"url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
}
}
}
Settings > Connectors > Add custom connector
URL: https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http
Tools 3 found in our last check
reproduceUn-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).
autodetectAuto-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.
diagnoseScore how faithfully a reproduction matches an original (MAE / PSNR / exact-match % / stray px). Returns: A JSON string with the fidelity metrics.
Details
| Endpoint | https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http (Streamable HTTP) |
| First published | 20 Jun 2026 |
| Last updated | 20 Jun 2026 |
| Registry name | design.reprise/reprise |
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