README.md

---
title: Optimization Engineer
emoji: ⚡
colorFrom: gray
colorTo: gray
sdk: gradio
sdk_version: 5.33.1
app_file: main.py
pinned: false
license: apache-2.0
short_description: A modular, simplified model optimizing agent !
tags: 
    - mcp-server-track
    - optimization
    - mcp-server
    - gradio
---

# Optimization Engineer 🚀

An intelligent optimization engineer that serves as both a Gradio web application and an MCP (Model Context Protocol) server for advanced optimization tasks.

## 🎯 MCP Server Track Submission

This space is submitted for the MCP Server Track. It functions as:
1. **Gradio App**: Interactive web interface for optimization tasks
2. **MCP Server**: Can be connected to MCP clients like Claude Desktop, Cursor, etc.

## 🎥 Demo Video

[Link to demo video showing MCP server in action](https://www.loom.com/share/5ff8fde48e4a4390899b0d86975f696d?sid=e96f155a-b7ea-494e-b66b-1c1e4032c154)

## ✨ Features

- Interactive optimization interface
- MCP server capabilities for external tool integration
- Advanced optimization algorithms and techniques
- Real-time performance monitoring and benchmarking

## 🚀 Usage

### As a Gradio App
Simply use the interface above to interact with the optimization tools.

### As an MCP Server
(Local Only) Copy the generated MCP server URL to your Host's integration to access the tools through Claude Desktop.

## 🛠️ Development

```bash
# Clone the repository
git clone https://huggingface.co/spaces/AIguysingstoo/optimization-engineer

# Alternatively, the project is published on github too
https://github.com/ngadhvi/optimization-engineer/tree/main

# Install dependencies
pip install -r requirements.txt

# Run locally
python main.py gradio
```

## 📋 Requirements

- Python 3.10+
- Dependencies listed in requirements.txt

## 🤝 Contributing

Feel free to submit issues and enhancement requests!

## 📄 License

Apache 2.0 License