PromptForge MCP Server

Intelligent prompt optimization middleware that enhances user prompts before execution.

Features

• 🎯 Smart Pattern Matching - Automatically detects prompt intent and applies relevant optimizations
• 📊 Analytics Tracking - Monitor optimization performance and patterns
• 🔧 Customizable Patterns - Add and modify optimization patterns for your specific needs
• 🚀 Domain-Specific Enhancements - Pre-configured patterns for marketing, data analysis, tax/accounting, and code generation
• 💾 External Service Integration - Uses JSONBin for pattern storage and Supabase for analytics

Setup

1. Install Dependencies

npm install

2. Configure External Services

JSONBin.io (Pattern Storage)

1. Create account at https://jsonbin.io
2. Create a new bin with initial patterns
3. Copy your bin ID and API key

Supabase (Analytics)

1. Create account at https://supabase.com
2. Create a new project
3. Create a table called prompt_analytics with this schema:
   • id (uuid, primary key)
   • original_prompt (text)
   • optimized_prompt (text)
   • domain (text)
   • confidence (float)
   • modifications (json)
   • user_feedback (json, nullable)
   • performance_metrics (json, nullable)
   • created_at (timestamp with timezone)

3. Environment Variables

Copy .env.example to .env and fill in your API credentials:

cp .env.example .env

4. Test Your Setup

npm test

Available Tools

optimize_prompt

Optimizes a prompt using intelligent pattern matching.

{
  "tool": "optimize_prompt",
  "arguments": {
    "prompt": "Write an email about our services",
    "domain": "marketing_copy",
    "context": {
      "company": "Your Company",
      "audience": "B2B customers"
    }
  }
}

get_patterns

Retrieve current optimization patterns.

{
  "tool": "get_patterns",
  "arguments": {
    "domain": "marketing_copy"
  }
}

update_pattern

Update or add a pattern in the library.

{
  "tool": "update_pattern",
  "arguments": {
    "domain": "custom_domain",
    "pattern": {
      "triggerKeywords": ["keyword1", "keyword2"],
      "enhancements": [
        {
          "type": "role_addition",
          "value": "You are an expert..."
        }
      ]
    }
  }
}

get_analytics_summary

Get analytics summary for optimizations.

{
  "tool": "get_analytics_summary",
  "arguments": {
    "timeRange": "week",
    "domain": "marketing_copy"
  }
}

test_optimization

Test optimization with before/after comparison.

{
  "tool": "test_optimization",
  "arguments": {
    "prompt": "analyze our sales data",
    "showDiff": true
  }
}

Deployment to mcpify.ai

1. Create New MCP Server on mcpify.ai

   • Name: promptforge
   • Description: "Intelligent prompt optimization for consistent AI outputs"

2. Upload Files

   • Copy the contents of server.js to mcpify.ai
   • Add environment variables from your .env file

3. Configure Tools

   • The server automatically exposes all tools defined in getTools()

Default Patterns

The server includes pre-configured patterns for:

• Marketing Copy - Copywriting, emails, landing pages, ads
• Data Analysis - Analytics, reports, insights, metrics
• Tax & Accounting - Financial planning, tax optimization, compliance
• Code Generation - Programming, debugging, implementation
• General - Fallback for unmatched prompts

For Schapira CPA Integration

This server is optimized for use with Schapira CPA's services:

{
  "context": {
    "company": "Schapira CPA",
    "industry": "Tax and Accounting Services",
    "audience": "Mid-market owner-operated businesses",
    "tone": "professional"
  }
}

License

MIT - Feel free to customize for your needs!