MCP Implementation Roadmap

MCP Implementation Roadmap

This document outlines the implementation plan for the Master Control Program (MCP) components: Context7, Sequential Thinking, Playwright integration, and Serena. It provides a structured approach to developing these components based on the architectural documentation.

1. Folder Structure

src/
  lib/
    mcp/
      context7/              # Context7 implementation
        index.ts             # Main exports
        interfaces.ts        # TypeScript interfaces
        context-manager.ts   # Core Context7Manager class
        providers/           # Context providers for different platforms
          react-provider.tsx # React context provider
          express-middleware.ts # Express.js middleware
          node-provider.ts   # Node.js provider
        storage/             # Storage backends
          memory-storage.ts  # In-memory storage
          persistent-storage.ts # Persistent storage

      sequential/            # Sequential Thinking implementation
        index.ts             # Main exports
        interfaces.ts        # TypeScript interfaces
        thinking-process.ts  # Core SequentialThinkingProcess class

      playwright/            # Playwright integration
        index.ts             # Main exports
        config/              # Configuration
          base-config.ts     # Base configuration
          device-configs.ts  # Device-specific configurations
        extensions/          # Playwright extensions
          accessibility.ts   # Accessibility testing extension
          visual-regression.ts # Visual regression testing
        helpers/             # Test helpers
          page-objects.ts    # Page Object Model helpers
          test-data.ts       # Test data management

      serena/                # Serena implementation
        index.ts             # Main exports
        interfaces.ts        # TypeScript interfaces
        project-manager.ts   # Serena Project Manager
        code-server-client.ts # Code-Server Client
        memory-store.ts      # Serena Memory Store
        tool-system/         # Serena Tool System
          base-tool.ts       # Base Tool class
          code-tools.ts      # Code analysis and editing tools
          execution-tools.ts # Code execution tools
        k8s/                 # Kubernetes integration
          deployment.ts      # Deployment utilities
          resource-manager.ts # Resource management

2. Context7 Implementation Plan

Phase 1: Core Framework

1. Define Interfaces: Create TypeScript interfaces for all seven context dimensions and the core Context7Manager
2. Implement Core Context Manager: Build the Context7Manager class with methods for managing all dimensions
3. Create Storage Backends: Implement in-memory and persistent storage options

Phase 2: Integration

4. Develop React Provider: Create a React context provider for easy integration with React apps
5. Create Express Middleware: Implement middleware for server-side context management
6. Add Serialization/Deserialization: Implement methods for saving and loading context

Phase 3: Utilities and Testing

7. Create Context Utilities: Add helper functions for common context operations
8. Write Tests: Create comprehensive test suite for all components

3. Sequential Thinking Implementation Plan

Phase 1: Core Framework

1. Define Interfaces: Create TypeScript interfaces for thoughts, thinking state, and process
2. Implement Core Thinking Process: Build the SequentialThinkingProcess class
3. Add Revision Capability: Implement methods for revising previous thoughts

Phase 2: Advanced Features

4. Add Branching Support: Create branching mechanism for exploring alternative approaches
5. Implement State Tracking: Add comprehensive state tracking throughout the thinking process
6. Create Visualization Utilities: Add tools for visualizing the thinking process

Phase 3: Utilities and Testing

7. Add Export/Import: Implement methods for exporting and importing thinking processes
8. Write Tests: Create comprehensive test suite for all components

4. Playwright Integration Plan

Phase 1: Configuration and Setup

1. Create Base Configuration: Set up base Playwright configuration with best practices
2. Add Device Configurations: Configure multiple device profiles for testing
3. Implement Page Object Model: Create base classes for the Page Object Model pattern

Phase 2: Testing Extensions

4. Add Accessibility Testing: Integrate axe-core for WCAG compliance testing
5. Implement Visual Regression: Add tools for visual comparison testing
6. Create Test Data Management: Implement utilities for managing test data

Phase 3: MCP Integration

7. Add Context7 Integration: Integrate with Context7 for context-aware testing
8. Add Sequential Integration: Integrate with Sequential Thinking for structured tests

Phase 4: CI/CD and Documentation

9. Set Up CI/CD Integration: Configure GitHub Actions workflow for automated testing
10. Write Documentation: Create user guides and examples for test authors

5. Serena Implementation Plan

Phase 1: Core Components

1. Define Interfaces: Create TypeScript interfaces for Serena components
2. Implement Project Manager: Build the SerenaProjectManager for project configuration
3. Create Code-Server Client: Implement client for managing code-server instances
4. Build Memory Store: Create the SerenaMemoryStore for persistent context

Phase 2: Tool System and Deployment

5. Implement Tool System: Build the core tool system with various tools
6. Add Kubernetes Integration: Create utilities for deploying to Kubernetes
7. Implement Authentication: Add secure authentication and authorization

Phase 3: Workspace Management

8. Create Workspace Management: Build workspace creation and management
9. Add File Synchronization: Implement real-time file synchronization

Phase 4: MCP Integration and Testing

10. Integrate with Context7: Connect Serena with Context7 for context awareness
11. Integrate with Sequential Thinking: Use Sequential Thinking for development tasks
12. Write Tests: Create comprehensive test suite for all components

6. Integration Between Components

Phase 1: Foundation

1. Create Common Interfaces: Define shared interfaces for all components
2. Implement Cross-Component Communication: Enable components to communicate

Phase 2: Examples and Testing

3. Build Integrated Examples: Create examples showcasing multiple components
4. Add Combined Configuration: Create unified configuration for all components
5. Write Integration Tests: Test all components working together

7. Documentation and Examples

Phase 1: API Documentation

1. Create API Documentation: Document all public APIs and interfaces
2. Write Getting Started Guides: Create guides for each component

Phase 2: Examples and Tutorials

3. Build Example Projects: Create complete example projects
4. Add Code Samples: Provide code samples for common use cases
5. Create Tutorial Videos: Record tutorials for visual learners

Implementation Timeline

Component	Estimated Duration	Dependencies
Context7 Core	2-3 weeks	None
Sequential Thinking Core	2-3 weeks	None
Playwright Configuration	1-2 weeks	None
Serena Core	3-4 weeks	None
Context7 Integration	1-2 weeks	Context7 Core
Sequential Integration	1-2 weeks	Sequential Thinking Core
Playwright Integration	2-3 weeks	Playwright Configuration, Context7 Core, Sequential Thinking Core
Serena Integration	3-4 weeks	Serena Core, Context7 Core, Sequential Thinking Core
Documentation and Examples	2-3 weeks	All components

Total estimated implementation time: 15-22 weeks for all components, with potential for parallel development to reduce overall timeline.

Success Criteria

The implementation will be considered successful when:

1. All components are implemented according to their specifications
2. Unit tests achieve at least 80% code coverage
3. Integration tests verify all components work together
4. Documentation is complete and up-to-date
5. Example projects demonstrate real-world usage
6. CI/CD pipeline successfully builds and tests all components

Next Steps

1. Set up the folder structure in the codebase
2. Implement the core interfaces for each component
3. Begin parallel development of the four components
4. Set up CI/CD pipeline for automated testing
5. Create initial documentation