reprise
Un-flatten any flat AI design into editable layers, reproduce it bit-perfect, from your agent.
Should I use this
Quality & Safety
Findings (2)
- LOWTool 'reproduce' description lacks action verbin reproduce
- LOWTool 'diagnose' description lacks action verbin diagnose
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"reprise": {
"url": "https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http"
}
}
}Remote endpoints
https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/httpstreamable-httpWhat it can do
Tool inventory
Tools (3)
⚪reproduce(image)
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).
Input Schema
{
"type": "object",
"properties": {
"image": {
"type": "string",
"description": "The source design image as an http(s) URL or a base64 data URL."
}
}
}⚪autodetect(image)
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.
Input Schema
{
"type": "object",
"properties": {
"image": {
"type": "string",
"description": "The design image as an http(s) URL or a base64 data URL."
}
}
}⚪diagnose(original, reproduction)
Score how faithfully a reproduction matches an original (MAE / PSNR / exact-match % / stray px). Returns: A JSON string with the fidelity metrics.
Input Schema
{
"type": "object",
"properties": {
"original": {
"type": "string",
"description": "The original image as an http(s) URL or a base64 data URL."
},
"reproduction": {
"type": "string",
"description": "The reproduced image to compare, as an http(s) URL or a base64 data URL."
}
}
}Community
Evidence