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aneeshkp

PTP MCP Server

by aneeshkp
README.md
# PTP MCP Server

A Model Context Protocol (MCP) server for monitoring and analyzing Precision Time Protocol (PTP) systems in OpenShift clusters.

## ๐Ÿš€ Features

- **PTP Configuration Analysis**: Parse and validate PTP configurations from OpenShift
- **Real-time Log Monitoring**: Access linuxptp daemon logs with intelligent parsing
- **Natural Language Queries**: Ask questions about PTP status in plain English
- **Health Monitoring**: Comprehensive PTP system health checks
- **Synchronization Analysis**: Monitor sync status, offsets, and BMCA state
- **Clock Hierarchy**: Track grandmaster and clock hierarchy information
- **ITU-T Compliance**: Validate configurations against ITU-T G.8275.1 standards

## ๐Ÿ“‹ Prerequisites

- Python 3.8 or higher
- OpenShift CLI (`oc`) installed and configured
- Access to OpenShift cluster with PTP operator installed
- PTP namespace (`openshift-ptp`) exists

## ๐Ÿ› ๏ธ Installation

1. **Clone the repository**:
   ```bash
   git clone https://github.com/aneeshkp/ptp-mcp-server.git
   cd ptp-mcp-server
   ```

2. **Install dependencies**:
   ```bash
   pip install -r requirements.txt
   ```

3. **Verify OpenShift access**:
   ```bash
   oc whoami
   oc get namespace openshift-ptp
   ```

## ๐Ÿงช Quick Testing

Run the comprehensive test suite:

```bash
python quick_test.py
```

Expected output:
```
๐Ÿ” PTP MCP Server API Quick Test
==================================================
Tests Passed: 8/8
Success Rate: 100.0%
๐ŸŽ‰ ALL TESTS PASSED! Your API is ready for agent integration.
```

## ๐Ÿ“š API Endpoints

### 1. Configuration API
```python
from ptp_tools import PTPTools
tools = PTPTools()
result = await tools.get_ptp_config({"namespace": "openshift-ptp"})
```

### 2. Logs API
```python
result = await tools.get_ptp_logs({"lines": 1000})
```

### 3. Search API
```python
result = await tools.search_logs({"query": "dpll", "time_range": "last_hour"})
```

### 4. Health API
```python
result = await tools.check_ptp_health({"check_config": True, "check_sync": True})
```

### 5. Natural Language API
```python
result = await tools.query_ptp({"question": "What is the current grandmaster?"})
```

### 6. Grandmaster Status API
```python
result = await tools.get_grandmaster_status({"detailed": True})
```

### 7. Sync Status API
```python
result = await tools.analyze_sync_status({"include_offsets": True})
```

### 8. Clock Hierarchy API
```python
result = await tools.get_clock_hierarchy({"include_ports": True})
```

## ๐Ÿš€ Usage Examples

### Basic Health Check
```python
import asyncio
from ptp_tools import PTPTools

async def check_health():
    tools = PTPTools()
    health = await tools.check_ptp_health({})
    
    if health["success"]:
        print(f"Status: {health['overall_status']}")
        for check_name, result in health["checks"].items():
            print(f"{check_name}: {result}")
    else:
        print(f"Error: {health.get('error')}")

asyncio.run(check_health())
```

### Natural Language Query
```python
async def ask_question():
    tools = PTPTools()
    response = await tools.query_ptp({
        "question": "What is the current grandmaster?"
    })
    
    if response["success"]:
        print(f"Answer: {response['response']}")
    else:
        print(f"Error: {response.get('error')}")

asyncio.run(ask_question())
```

### Log Analysis
```python
async def analyze_logs():
    tools = PTPTools()
    
    # Get recent logs
    logs = await tools.get_ptp_logs({"lines": 500})
    
    # Search for specific events
    sync_loss = await tools.search_logs({"query": "sync loss"})
    clock_changes = await tools.search_logs({"query": "clockClass change"})
    
    print(f"Total logs: {logs['logs_count']}")
    print(f"Sync loss events: {sync_loss['matching_logs']}")
    print(f"Clock changes: {clock_changes['matching_logs']}")

asyncio.run(analyze_logs())
```

## ๐Ÿ”ง MCP Server

Start the MCP server for integration with MCP-compatible clients:

```bash
python ptp_mcp_server.py
```

The server provides the following MCP tools:
- `get_ptp_config` - Get PTP configuration
- `get_ptp_logs` - Get linuxptp daemon logs
- `search_logs` - Search logs for patterns
- `get_grandmaster_status` - Get grandmaster info
- `analyze_sync_status` - Analyze sync status
- `get_clock_hierarchy` - Get clock hierarchy
- `check_ptp_health` - Comprehensive health check
- `query_ptp` - Natural language interface

## ๐Ÿ“Š Performance

- **Average Response Time**: 0.78s
- **Fastest API**: Configuration API (0.22s)
- **Concurrent Operations**: 4/4 successful in 2.45s
- **Success Rate**: 100% (8/8 endpoints)

## ๐Ÿ—๏ธ Architecture

```
ptp-mcp-server/
โ”œโ”€โ”€ ptp_mcp_server.py      # Main MCP server
โ”œโ”€โ”€ ptp_config_parser.py   # PTP configuration parser
โ”œโ”€โ”€ ptp_log_parser.py      # Linuxptp log parser
โ”œโ”€โ”€ ptp_model.py           # PTP data models
โ”œโ”€โ”€ ptp_query_engine.py    # Natural language query engine
โ”œโ”€โ”€ ptp_tools.py           # API endpoint implementations
โ”œโ”€โ”€ quick_test.py          # Quick test suite
โ”œโ”€โ”€ performance_test.py    # Performance benchmarking
โ””โ”€โ”€ requirements.txt       # Python dependencies
```

## ๐Ÿ” PTP Concepts Supported

- **BMCA (Best Master Clock Algorithm)**: Clock selection and hierarchy
- **Clock Types**: OC (Ordinary Clock), BC (Boundary Clock), TC (Transparent Clock)
- **ITU-T G.8275.1**: Profile compliance and validation
- **Synchronization**: Offset tracking, frequency adjustment, sync status
- **Grandmaster**: Primary time source identification and status
- **Clock Class**: Quality and traceability indicators
- **Domain Numbers**: PTP domain configuration (24-43 for ITU-T)

## ๐Ÿงช Testing

### Run All Tests
```bash
python quick_test.py
```

### Performance Testing
```bash
python performance_test.py
```

### Individual Component Testing
```bash
# Test configuration parser
python -c "from ptp_config_parser import PTPConfigParser; import asyncio; asyncio.run(PTPConfigParser().get_ptp_configs())"

# Test log parser
python -c "from ptp_log_parser import PTPLogParser; import asyncio; asyncio.run(PTPLogParser().get_ptp_logs())"
```

## ๐Ÿ“– Documentation

- [Testing Guide](testing_guide.md) - Comprehensive testing instructions
- [Agent Integration Guide](agent_integration_guide.md) - Integration examples for agents
- [Testing Steps](TESTING_STEPS.md) - Step-by-step testing process
- [Testing Results](TESTING_RESULTS.md) - Complete test results

## ๐Ÿค Contributing

1. Fork the repository
2. Create a feature branch (`git checkout -b feature/amazing-feature`)
3. Commit your changes (`git commit -m 'Add amazing feature'`)
4. Push to the branch (`git push origin feature/amazing-feature`)
5. Open a Pull Request

## ๐Ÿ“„ License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## ๐Ÿ™ Acknowledgments

- OpenShift PTP Operator team
- Linuxptp project
- Model Context Protocol (MCP) community

## ๐Ÿ“ž Support

For issues and questions:
- Create an issue on GitHub
- Check the [testing documentation](TESTING_STEPS.md)
- Review the [agent integration guide](agent_integration_guide.md)

---

**Status**: โœ… Production Ready  
**Last Updated**: January 2025  
**Version**: 1.0.0