How is fidelity measured?
Reprise returns a fidelity score with Mean Absolute Error (MAE) and stray pixel count (e.g., MAE 0.00 / 0 stray px) so you can quantitatively verify the reproduction.
R
Reprise MCP Server
@tepesama
基本信息
关于 Reprise MCP Server
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-
Reprise MCP Server 配置
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"reprise": {
"type": "http",
"url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
}
}
}Reprise MCP Server 工具
工具列表暂未提供
当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。
点击上方按钮,直接连接服务器端点实时获取工具列表。
概览
What is Reprise?
Reprise converts a finished, flat AI design (from ChatGPT, Midjourney, Claude) back into editable layers and rebuilds it bit‑perfect, returning a fidelity score (MAE 0.00 / 0 stray px) so you can verify the result. It runs locally and free, and can remix a single design into multiple on‑brand variants.
How to use Reprise?
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.
Key features of Reprise
- 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.
Use cases of Reprise
- Verify that AI‑generated designs are faithfully reproduced.
- Edit and remix a single AI design into several brand‑consistent variants.
- Integrate design verification and remixing into MCP‑based automation workflows.
常见问题
What happens when layers are edited after reproduction?
Unedited layers remain bit‑perfect; only the regions you edit are newly generated, ensuring honesty in the output.
Is Reprise free to use?
Yes. Reproducing runs locally and is free, and you can try it immediately on the web UI without signing up.
What are the current limitations?
Auto element‑detection is version 1 and may not be perfect. The tool is designed to be honest by flagging what it cannot precisely reproduce.
What transport does the MCP server use?
The server uses HTTP transport, as shown in the provided `claude mcp add` command.
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