Architecture¶
Overview of the MCP Templates system architecture.
System Overview¶
┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
│ CLI Interface │────│ Core Library │────│ Templates │
│ │ │ │ │ │
│ - Commands │ │ - Discovery │ │ - Metadata │
│ - User Input │ │ - Deployment │ │ - Source Code │
│ - Output │ │ - Management │ │ - Tests │
└─────────────────┘ └─────────────────┘ └─────────────────┘
│ │ │
└───────────────────────┼───────────────────────┘
│
┌─────────────────┐
│ Deployment │
│ Backends │
│ │
│ - Local │
│ - Docker │
│ - Kubernetes │
└─────────────────┘
Core Components¶
CLI Interface (mcp_template/__init__.py
)¶
- Command-line argument parsing
- User interaction and prompts
- Output formatting and display
- Error handling and logging
Template Discovery (TemplateDiscovery
)¶
- Scans template directories
- Validates template metadata
- Provides template information
- Caches template data
Deployment Engine¶
- Manages template deployments
- Handles different deployment backends
- Tracks deployment state
- Provides lifecycle management
Template Creator¶
- Interactive template creation
- Generates boilerplate code
- Creates proper directory structure
- Initializes documentation
Template Structure¶
templates/template-name/
├── template.json # Metadata and configuration
├── Dockerfile # Container definition
├── src/ # Source code
│ ├── __init__.py
│ └── server.py # MCP server implementation
├── docs/ # Documentation
│ └── index.md # Template documentation
├── tests/ # Test suite
│ ├── __init__.py
│ ├── test_units.py # Unit tests
│ └── test_integration.py # Integration tests
├── config/ # Configuration files (optional)
├── requirements.txt # Python dependencies
└── README.md # Usage instructions
Data Flow¶
Template Discovery¶
- Scan
templates/
directory - Read
template.json
files - Validate schema and structure
- Cache template metadata
- Return available templates
Template Deployment¶
- User selects template
- System validates requirements
- Generate deployment configuration
- Choose deployment backend
- Execute deployment
- Track deployment state
- Provide status feedback
Template Testing¶
- Discover templates with tests
- Set up test environment
- Run unit tests
- Run integration tests
- Generate coverage reports
- Validate MCP compliance
Extension Points¶
Custom Deployment Backends¶
Implement the DeploymentBackend
interface:
class CustomBackend(DeploymentBackend):
def deploy(self, template, config):
# Custom deployment logic
pass
def stop(self, deployment_id):
# Stop deployment
pass
def status(self, deployment_id):
# Check status
pass
Template Validators¶
Add custom validation logic:
class CustomValidator(TemplateValidator):
def validate(self, template_path):
# Custom validation logic
return ValidationResult(...)
Configuration Management¶
Template Configuration¶
- Defined in
template.json
- JSON Schema validation
- Environment variable support
- Port and resource specification
Runtime Configuration¶
- Command-line overrides
- Environment variable injection
- Configuration file mounting
- Secret management
Security Considerations¶
Template Isolation¶
- Each template runs in isolation
- Resource limits enforced
- Network security policies
- File system restrictions
Input Validation¶
- All user inputs validated
- Template metadata verification
- Configuration sanitization
- Path traversal prevention
Performance Optimization¶
Template Caching¶
- Metadata cached in memory
- Docker image layer caching
- Template discovery optimization
- Deployment state persistence
Parallel Operations¶
- Concurrent template operations
- Parallel test execution
- Batch deployment support
- Async status monitoring