Reprise
About
Reprise un-flattens a finished, flat AI design (ChatGPT/Midjourney/Claude) back into editable layers and rebuilds it bit-perfect — it returns a fidelity score (MAE 0.00 / 0 stray px) so you can verify, not just trust. Reproducing runs locally and free; remix one design into N on-
Details
- Author
- tepesama
- Downloads
- 292
- Categories
- AI, Design, Automation
Jump to
- Turns flat AI designs into editable layers with fidelity scoring.
- Fidelity measured by Mean Absolute Error (MAE) and stray pixel count.
- Runs locally and is entirely free – no signup required.
- Remix one design into multiple on‑brand variants.
- Unedited layers remain bit‑perfect; only edited regions are newly generated.
- Auto element‑detection (v1) provides identified elements.
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
RepriseCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Open the web UI (https://tepesama-reprise-mcp.hf.space → “Try it” tab) and drop an image – no signup required. To add it as an MCP server, run:
claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http
The available tools are: reproduce(image) → editable layers + fidelity score, autodetect(image) → detected elements, diagnose(original, reproduction) → fidelity metrics.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"reprise": {
"reprise": {
"type": "http",
"url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
}
}
}
}McpServers
{
"reprise": {
"type": "http",
"url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
}
}What it does
Reprise turns a finished, flat AI design (ChatGPT / Midjourney / Claude) back into editable layers and rebuilds it bit-perfect — and returns a fidelity score (MAE 0.00 / 0 stray px) so you can verify, not just trust. Reproducing runs locally and free; remix one design into N on-brand variants.Try it (no signup)
Open https://tepesama-reprise-mcp.hf.space/ → the "Try it" tab → drop an image (or click the sample).Add as MCP
claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/httpTools
- reproduce(image) → editable layers + fidelity score - autodetect(image) → detected elements - diagnose(original, reproduction) → fidelity metrics Honest by design: unedited layers are bit-perfect; edited regions are newly generated. Auto element-detection is v1. Product / early access: https://reprise.designSign in to leave a review
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