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# MattCP Image Server
# MooseCP Image Server
A Model Context Protocol (MCP) server designed to provide LLMs with efficient, token-optimized visual access to image directories. Instead of dumping full-resolution images (which waste tokens and cause context overflow), MattCP provides a hierarchical workflow: **List $\rightarrow$ Scan $\rightarrow$ Preview $\rightarrow$ Inspect**.
A Model Context Protocol (MCP) server designed to provide LLMs with efficient, token-optimized visual access to image directories. Instead of dumping full-resolution images (which waste tokens and cause context overflow), MooseCP provides a hierarchical workflow: **List $\rightarrow$ Scan $\rightarrow$ Preview $\rightarrow$ Inspect**.
## ⚠️ AI SLOP DISCLAIMER
This server is designed to facilitate the interaction between AI models and image datasets. While it provides tools for "previewing" and "inspecting" images, remember that AI models can still hallucinate visual details, especially when working with low-resolution previews. **Always verify critical visual information with the `read_image` tool (full resolution) before drawing final conclusions.**