What tools does the reprise MCP server provide?

reprise exposes 3 tools: autodetect, diagnose, reproduce. This list was returned by the running server when we connected to it.

Does reprise require an API key?

No. reprise answered a tools/list request without credentials.

How do I install reprise?

Run: claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http. One-click install links for Cursor and VS Code are also available on the server's page.

Connection check verified live · 28h ago

reprise

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

Design & media Monitoring & observability Web search & scraping

Install

Remote (HTTP)

claude mcp add --transport http reprise https://tepesama-reprise-mcp.hf.space/gradio_api/mcp/http

Tools 3

GitHub stars —

Installs / wk —

Licence —

Transport streamable-http

Last checked 28h ago

Tools & capabilities

3 tools

Read from the running server on 28h ago.

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.

diagnose originalreproduction

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

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…