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16 changes: 16 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,15 @@ This repository covers:
---

## 🛠️ **Getting Started**

### 1️⃣ **Clone the Repository**
```bash
git clone https://github.com/itprodirect/Model-Context-Protocol-101.git
cd Model-Context-Protocol-101
```
<div style="background-color:#e6f7ff;border-left:4px solid #1e90ff;padding:10px;margin:10px 0;">
<strong>Time Saver:</strong> Having the repo locally lets independent insurance agents run examples without repeated downloads.
</div>

### 2️⃣ **Create a Virtual Environment**
```bash
Expand All @@ -35,21 +39,33 @@ source venv/bin/activate
# On Windows
venv\Scripts\activate
```
<div style="background-color:#e6ffe6;border-left:4px solid #28a745;padding:10px;margin:10px 0;">
<strong>Time Saver:</strong> Isolating dependencies avoids conflicts so independent agents spend less time troubleshooting setups.
</div>

### 3️⃣ **Install Dependencies**
```bash
pip install -r requirements.txt
```
<div style="background-color:#fff7e6;border-left:4px solid #ff8c00;padding:10px;margin:10px 0;">
<strong>Time Saver:</strong> A single command installs everything needed so independent agents can start experimenting right away.
</div>

### 4️⃣ **Run Jupyter Notebook**
```bash
jupyter notebook notebooks/Model-Context-Protocol-101.ipynb
```
<div style="background-color:#f0e6ff;border-left:4px solid #8a2be2;padding:10px;margin:10px 0;">
<strong>Time Saver:</strong> Interactive notebooks showcase MCP features without extra scripting, letting independent agents focus on results.
</div>

### 5️⃣ **Run Tests**
```bash
pytest
```
<div style="background-color:#ffe6e6;border-left:4px solid #dc143c;padding:10px;margin:10px 0;">
<strong>Time Saver:</strong> Quick tests confirm everything works so independent agents can iterate confidently.
</div>

---
## 🔑 Key Features
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