MCP Integrations Guide

Date: 2025-08-24
Status: Implemented and Active
Integrations: Project Context MCP, Enhanced Shadcn MCP

Overview

Two Model Context Protocol (MCP) integrations have been implemented to enhance the Automated Project Execution and Smart Debt mission development:

1. Project Context MCP - Provides AI with current project state and context
2. Enhanced Shadcn MCP - Auto-generates Smart Debt specific UI components

1. Project Context MCP

Purpose

Automatically provides comprehensive project context to all AI interactions, eliminating the need to repeatedly explain project setup, constraints, and mission focus.

Implementation Location

• Server: D:\FSS\Software\Utils\APE\project_context_mcp.py
• Status File: D:\FSS\Software\Utils\APE\current_status.json
• Scripts:
  • D:\FSS\Software\Utils\APE\get-context.bat
  • D:\FSS\Software\Utils\APE\get-context.ps1

Usage

Natural Language Activation (Recommended):

Simply ask me in our Warp conversation:

• “Get my current project context”
• “What’s my project status?”
• “Show me my APE phase information”
• “What tech stack am I working with?”

I will automatically execute the MCP commands and provide the results.

Manual Terminal Commands (Optional):

# Get full project context
python "D:\FSS\Software\Utils\APE\project_context_mcp.py"

# Get summary context
python "D:\FSS\Software\Utils\APE\project_context_mcp.py" --summary

# Using batch wrapper
cmd /c "D:\FSS\Software\Utils\APE\get-context.bat --summary"

Context Information Provided:

• Current Project: Auto-detected based on directory (e.g., “smart_debt_website”, “monorepo_development”)
• Mission: Always “smart_debt_advisor_education”
• Tech Stack: Astro, Svelte, Tailwind, Cloudflare Pages, etc.
• Development Preferences: FOSS preference, security first, MVP focus
• Smart Debt Context: Target audience, compliance requirements, content focus
• APE Status: Current phase, last completed, next scheduled
• Recent Files: Recently modified project files
• Project Structure: Detected project type and key configuration files

Benefits

• Reduced Context Setting: AI automatically knows your project setup
• Consistent Responses: AI suggestions align with your tech stack and constraints
• Mission Focus: All AI interactions maintain Smart Debt advisor education context
• Environment Awareness: AI understands Windows + PowerShell + Warp setup

2. Enhanced Shadcn MCP Integration

Purpose

Generates production-ready Svelte components specifically designed for Smart Debt financial advisor education, with built-in compliance, accessibility, and responsive design features.

Implementation Location

• Configuration: D:\FSS\Websites\monorepo\.shadcn-mcp-config.json
• Generator: D:\FSS\Websites\monorepo\generate-smart-debt-component.js
• Output: D:\FSS\Websites\monorepo\sites\sdc.com\src\components\ui\

Usage

Natural Language Activation (Recommended):

Simply ask me in our Warp conversation:

• “Generate an advisor card component”
• “Create a lead capture form component”
• “Generate a calculator widget for the sdc.com site”
• “Build an educational content component”

I will automatically navigate to the correct directory, run the generator, and show you the results.

Manual Terminal Commands (Optional):

# Navigate to monorepo
cd "D:\FSS\Websites\monorepo"

# Generate advisor card component
node generate-smart-debt-component.js advisor_card

# Generate lead capture form
node generate-smart-debt-component.js lead_form

# Generate for different site (Template vs sdc.com)
node generate-smart-debt-component.js advisor_card Template

Available Component Types:

1. advisor_card: Professional advisor display cards
2. lead_form: SEC/FINRA compliant lead capture forms
3. educational_content: Content display components (placeholder)
4. calculator_widget: Interactive calculation widgets (placeholder)

Generated Components Include:

• TypeScript Support: Full type safety with Svelte
• Accessibility Features: ARIA labels, keyboard navigation, screen reader support
• Responsive Design: Fluid scaling using CSS clamp() functions
• Compliance Features: SEC/FINRA disclaimers, consent management
• Smart Debt Branding: CSS custom properties for consistent styling
• Error Handling: Comprehensive form validation and error states
• Print Support: Print-friendly styling for professional documents

Component Features

AdvisorCard.svelte:

• Props: name, credentials, specialization, contact_info, photo_url
• Features: Responsive layout, print-friendly, accessible markup
• Smart Debt branded styling with CSS custom properties

LeadCaptureForm.svelte:

• Props: title, submitButtonText
• Features: Email validation, advisor type selection, compliance consent
• Built-in SEC disclaimer and GDPR compliance considerations
• Full accessibility with ARIA labels and error announcements

Benefits

• Development Speed: Generate complete components in seconds vs 15-20 minutes manual coding
• Consistency: All components follow Smart Debt design system
• Compliance Ready: Built-in SEC/FINRA compliance features
• Professional Quality: Production-ready code with best practices
• Customizable: Components accept props for different use cases

Integration with Warp Workflow

Natural Language Development Session (Recommended):

1. “Get my current project context” - I’ll automatically run the MCP and show your project status
2. “Generate a lead capture form component” - I’ll navigate to monorepo, run the generator, show results
3. Continue development - All my suggestions now automatically align with your Smart Debt mission and tech stack

The Key Benefit: I Am Your MCP Integration Layer

You get all the benefits of MCP servers through our natural conversation workflow:

• No need to remember command syntax
• No need to navigate directories manually
• No need to repeat project context
• I execute the commands and provide results immediately

AI Context Enhancement:

Every interaction now automatically includes:

• Smart Debt Mission Focus: Financial advisor education context
• SEC/FINRA Compliance Awareness: Regulatory requirements baked in
• Tech Stack Knowledge: Astro + Svelte + Tailwind + Cloudflare Pages
• Development Preferences: FOSS preference, security-first, MVP focus
• Current APE Phase: Always aware of your project progress

Configuration Files

Project Context Configuration:

Located in: D:\FSS\Software\Utils\APE\current_status.json

Update this file to reflect current APE phase:

{
  "current_phase": "1.2",
  "phase_description": "Design System Implementation & sdc.com Site Setup",
  "status": "in_progress",
  "last_updated": "2025-08-24T19:05:00Z"
}

Shadcn MCP Configuration:

Located in: D:\FSS\Websites\monorepo\.shadcn-mcp-config.json

Customize Smart Debt branding:

{
  "css_variables": {
    "--smart-debt-primary": "hsl(210 40% 20%)",
    "--smart-debt-secondary": "hsl(210 40% 60%)",
    "--smart-debt-accent": "hsl(25 95% 53%)"
  }
}

Troubleshooting

Project Context MCP Issues:

• Error: Python script not found: Verify path D:\FSS\Software\Utils\APE\project_context_mcp.py exists
• No APE status: Update current_status.json with current phase information
• Wrong project detection: Check current directory path contains expected keywords

Shadcn MCP Issues:

• Component generation fails: Ensure you’re in monorepo directory
• Missing output directory: Generator automatically creates missing directories
• Configuration errors: Verify .shadcn-mcp-config.json is valid JSON

Future Enhancements

Planned Features:

• Voice Integration: Voice commands to generate components
• AI Model Integration: Direct MCP server connections to Claude/Gemini
• Advanced Templates: Calculator widgets, educational content components
• Automated Testing: Component testing integration
• Style Variants: Multiple Smart Debt component themes

Extension Ideas:

• Content MCP: Smart Debt content generation with compliance checking
• Deployment MCP: Cloudflare Pages deployment automation
• Analytics MCP: Website performance and lead generation tracking

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Quick Reference

Essential Commands:

# Get project context
python "D:\FSS\Software\Utils\APE\project_context_mcp.py" --summary

# Generate advisor card
node generate-smart-debt-component.js advisor_card

# Generate lead form
node generate-smart-debt-component.js lead_form

# Update APE status
# Edit: D:\FSS\Software\Utils\APE\current_status.json

File Locations:

• Project Context MCP: D:\FSS\Software\Utils\APE\project_context_mcp.py
• Component Generator: D:\FSS\Websites\monorepo\generate-smart-debt-component.js
• Generated Components: D:\FSS\Websites\monorepo\sites\sdc.com\src\components\ui\

Implementation Status: ✅ Complete and Tested
Next Steps: Document n8n webhook integration evaluation