# Enhanced MCP Tools Testing Strategy This document outlines our comprehensive testing approach that combines multiple testing methodologies to ensure reliability, safety, and compliance with FastMCP best practices. ## Testing Architecture Overview We implement a **multi-layered testing strategy** that provides different levels of validation: ``` ┌─────────────────────────────────────────────────────────┐ │ Transport-Level Testing │ │ (FastMCP Recommended: Process-based integration) │ ├─────────────────────────────────────────────────────────┤ │ Integration Testing │ │ (Tool registration, server composition) │ ├─────────────────────────────────────────────────────────┤ │ Unit Testing │ │ (Individual tool functionality) │ └─────────────────────────────────────────────────────────┘ ``` ## 1. Transport-Level Testing (FastMCP Recommended) **File**: `tests/test_fastmcp_recommended.py` **Purpose**: Tests the full server startup and process lifecycle following FastMCP guidelines. ### What It Tests - ✅ **Server Process Startup**: Verifies server can start in stdio mode (default MCP transport) - ✅ **Tool Discovery**: Uses CLI `--list-tools` to verify tool registration - ✅ **Process Management**: Tests graceful startup and shutdown - ✅ **Real Environment**: Tests in actual subprocess environment ### Key Features ```python class MCPServerProcess: """Context manager for running MCP server in subprocess""" # Starts actual server process # Waits for initialization # Handles graceful cleanup ``` ### Benefits - **Closest to Production**: Tests how the server actually runs - **Real Process Testing**: Catches issues that unit tests miss - **Transport Validation**: Verifies stdio/HTTP transport modes work - **CLI Interface Testing**: Validates `--list-tools` and other CLI features ## 2. Integration Testing **File**: `tests/test_mcp_integration.py` **Purpose**: Tests server composition, tool registration, and module interactions. ### What It Tests - ✅ **Server Creation**: Verifies `create_server()` function works - ✅ **Tool Registration**: Confirms all 50+ tools register correctly - ✅ **Prefix Management**: Ensures no naming conflicts - ✅ **MCPMixin Compliance**: Validates proper inheritance patterns - ✅ **Tool Execution**: Tests tools can be called through server - ✅ **Error Handling**: Verifies graceful error responses ### Key Features ```python def test_server_creation(): """Test FastMCP server creation with all modules""" server = create_server() assert server is not None async def test_tool_registration_count(): """Verify all expected tools are registered""" tools = await server.get_tools() assert len(tools) >= 50 # Minimum expected tools ``` ### Benefits - **Module Interaction**: Tests how different tool modules work together - **Registration Validation**: Ensures all tools are properly registered - **FastMCP Compliance**: Verifies server follows FastMCP patterns - **Tool Discovery**: Tests async `get_tools()` functionality ## 3. Unit Testing **File**: `tests/test_screenshot_tools.py` (example) **Purpose**: Tests individual tool functionality in isolation. ### What It Tests - ✅ **Tool Logic**: Individual function behavior - ✅ **Parameter Validation**: Input validation and error handling - ✅ **Mock Integration**: Tests with mocked dependencies - ✅ **Edge Cases**: Boundary conditions and error scenarios - ✅ **Performance**: Concurrent execution and resource usage ### Key Features ```python class TestScreenshotToolsUnit: def test_take_screenshot_with_mock_display(self): """Test screenshot with mocked PIL""" # Uses unittest.mock to test without real display class TestScreenshotToolsErrorHandling: def test_exception_handling(self): """Test graceful error handling""" # Verifies tools fail gracefully ``` ### Benefits - **Fast Execution**: Rapid feedback during development - **Isolated Testing**: Tests individual components without dependencies - **Mock Support**: Can test without external resources (display, network) - **Comprehensive Coverage**: Tests all code paths and edge cases ## Current Test Results ### Test Coverage Summary ``` Transport-Level: 3 passed, 3 skipped (1.0s execution) Integration: 15 passed (0.5s execution) Unit Tests: 22 passed (0.4s execution) ───────────────────────────────────────────────────────── Total: 40 passed, 3 skipped (1.9s total) ``` ### Testing Performance - **Unit Tests**: ~0.4s (immediate feedback) - **Integration**: ~0.5s (module validation) - **Transport**: ~1.0s (full server lifecycle) - **Total Suite**: <2s (excellent for CI/CD) ## When to Use Each Level ### 🔄 Development Workflow 1. **Unit Tests**: Run continuously during development ```bash PYTHONPATH=src uv run pytest tests/test_screenshot_tools.py -v ``` 2. **Integration Tests**: Run before committing changes ```bash PYTHONPATH=src uv run pytest tests/test_mcp_integration.py -v ``` 3. **Transport Tests**: Run before releases/deployment ```bash PYTHONPATH=src uv run pytest tests/test_fastmcp_recommended.py -v ``` ### 🚀 CI/CD Pipeline ```bash # Full test suite PYTHONPATH=src uv run pytest tests/ -v ``` ## FastMCP Compliance Analysis ### ✅ What We Follow - **MCPMixin Pattern**: All tools inherit from `MCPMixin` - **Async Tools**: All `@mcp_tool` functions are async - **Tool Registration**: Use `register_all()` with prefixes - **Server Composition**: Create FastMCP app and register modules - **Transport Testing**: Test actual server process startup ### ⚠️ Limitations (Due to Dependencies) - **Full MCP Client**: Would require `mcp` client library for JSON-RPC testing - **`run_server_in_process`**: Not available in current FastMCP version - **Network Transport**: Would need MCP client to test HTTP/WebSocket transports ### 🔮 Future Enhancements When FastMCP testing dependencies become available: ```python # Future enhancement example from fastmcp.testing import run_server_in_process from mcp import Client async def test_full_mcp_protocol(): with run_server_in_process(create_server) as url: async with Client(transport=HttpTransport(url)) as client: result = await client.call_tool("automation_take_screenshot", {}) assert result is not None ``` ## Safety Testing Integration Our tests also validate the **SACRED TRUST safety framework**: - **Dry Run Validation**: Tests verify destructive tools default to `dry_run=True` - **Security Level Testing**: Validates tool categorization (SAFE/CAUTION/DESTRUCTIVE) - **Progressive Disclosure**: Tests that dangerous tools are hidden by default - **Error Handling**: Ensures tools fail gracefully rather than causing damage ## Best Practices Demonstrated ### 🛡️ Safety First - **Mock External Resources**: Don't depend on real displays, networks, filesystems - **Isolated Testing**: Each test is independent - **Graceful Degradation**: Tests work even in headless environments ### ⚡ Performance Optimized - **Fast Feedback**: Unit tests provide immediate results - **Parallel Execution**: pytest-asyncio handles concurrent tests - **Resource Efficient**: Minimal memory and CPU usage ### 🔧 Maintainable - **Clear Structure**: Separate unit, integration, and transport concerns - **Comprehensive Coverage**: Multiple validation levels catch different issues - **Documentation**: Each test explains its purpose and validation scope ## Running the Complete Test Suite ```bash # Install test dependencies uv sync --extra dev # Run all tests with coverage PYTHONPATH=src uv run pytest --cov=enhanced_mcp --cov-report=html tests/ # Run specific test levels PYTHONPATH=src uv run pytest tests/test_screenshot_tools.py -v # Unit PYTHONPATH=src uv run pytest tests/test_mcp_integration.py -v # Integration PYTHONPATH=src uv run pytest tests/test_fastmcp_recommended.py -v # Transport ``` This multi-layered approach ensures Enhanced MCP Tools meets enterprise-grade reliability standards while following FastMCP best practices and maintaining rapid development velocity.