README.md

---
title: Hieroglyph Mcp Server
emoji: 👁
colorFrom: gray
colorTo: yellow
sdk: gradio
sdk_version: 6.0.1
app_file: app.py
pinned: false
short_description: Detect and classify hieroglyphs to its Gardiner code
tags:
  - building-mcp-track-creative
  - mcp-server
---


# 𓀀 Egyptian Hieroglyph Detector (MCP Server)

Welcome to our submission for the ​**MCP Hackathon (Track 1: Building MCP)** !

This project bridges the gap between ancient history and modern AI Agents. It provides an **MCP Server** that allows Ai Agents to "see" and identify Gardiner's Egyptian Hieroglyphs in any image.

## 👥 Team

- **[youkii-xr](https://huggingface.co/youkii-xr)** – XR Developer, did the MCP and Gradio part <br> [![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?style=flat&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/youkii-xr/)
- **[mariam-essam](https://huggingface.co/mariam-essam)** – AI Engineer, did the AI model part  <br> [![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?style=flat&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/mariam-essam-ai-engineer/)

## 🎥 Demo Video

| Claude Desktop MCP Server | Hieroglyphic Gradio Web App |
| :---: | :---: |
| [![Claude Desktop Demo](https://img.youtube.com/vi/Vvlu6sDzsBE/hqdefault.jpg)](https://youtu.be/Vvlu6sDzsBE) | [![Gradio App Demo](https://img.youtube.com/vi/GSXIpSummOU/hqdefault.jpg)](https://youtu.be/GSXIpSummOU) |

## 🚨🌍 IMPORTANT NOTICE FOR HACKATHON 🤖

We are participating in the **Creative Track** (`building-mcp-track-creative`) because this tool unlocks new cultural and educational capabilities for AI agents.

🔗 **Social Media Post:**  
[[Gradio App](https://www.linkedin.com/posts/mariam-essam-ai-engineer_machinelearning-computervision-ai-activity-7400193629241143296-sWvC?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADSn0yMBo1MdVldbeoL5OxUZo2-CMJKUKOM)]<br>
[[MCP Server](https://www.linkedin.com/posts/youkii-xr_huggingface-mcp-ai-activity-7400474001891819520-tTa3?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADSn0yMBo1MdVldbeoL5OxUZo2-CMJKUKOM)]

## 🗂️ Capabilities & Tools

When connected to Claude, this server exposes two powerful tools:

### 1. `detect_hieroglyphs` (The AI Eye)

- **Purpose:**  Takes an image input and performs object detection for Egyptian Hieroglyphs.
- **Output:**  Returns an annotated image with bounding boxes drawn around symbols, plus a JSON summary of symbol counts (e.g., "3x Owl", "1x Water").
- **Model:**  Powered by a custom-trained YOLOv8 model specialized on the Gardiner Sign List.

### 2. `upload_file` (The Bridge)

- **Purpose:**  Solves the "Local vs. Cloud" problem. Since the server runs in the cloud, it cannot see your `C:` drive.
- **Function:**  Claude uses this tool to upload a specific local image to the secure temporary storage of the Space, returning a valid URL for the AI Eye to process.

## 🚀 How to Use (Claude Desktop)

You can connect this tool to your own Claude Desktop right now!

### Prerequisites

- **Claude Desktop** installed.
- **Node.js** & **Python** installed.
- **Gradio MCP:**  Run `pip install "gradio[mcp]"`​

### Configuration

Add this to your `%APPDATA%\Claude\claude_desktop_config.json` (Windows) or `~/Library/Application Support/Claude/claude_desktop_config.json` (Mac):

```
{
  "mcpServers": {
    "hieroglyph-ai": {
      "command": "npx.cmd",
      "args": [
        "mcp-remote",
        "[https://youkii-xr-hieroglyph-mcp-server.hf.space/gradio_api/mcp/](https://youkii-xr-hieroglyph-mcp-server.hf.space/gradio_api/mcp/)",
        "--transport",
        "streamable-http"
      ]
    },
    "upload_helper": {
      "command": "python",
      "args": [
        "-m",
        "gradio",
        "upload-mcp",
        "[https://youkii-xr-hieroglyph-mcp-server.hf.space/](https://youkii-xr-hieroglyph-mcp-server.hf.space/)",
        "C:\\Claude_Work" 
      ]
    }
  }
}
```

 *(Note: Change* *​`C:\\Claude_Work`​*​ *to the actual folder where you keep your images)*

## 🧩 Technical Architecture

- **Framework:**  Gradio 5.9.0 (with native MCP support)
- **Model:**  Ultralytics YOLOv8 (Private Weights)
- **Storage:**  Hugging Face Hub (Private Repo for Model, Public Space for Inference)
- **Protocol:**  Model Context Protocol (MCP) via SSE (Server-Sent Events)



*Built with ❤️ for the Hugging Face MCP Hackathon 2025*