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

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:

4. Test Your Setup

Available Tools

optimize_prompt

Optimizes a prompt using intelligent pattern matching.

get_patterns

Retrieve current optimization patterns.

update_pattern

Update or add a pattern in the library.

get_analytics_summary

Get analytics summary for optimizations.

test_optimization

Test optimization with before/after comparison.

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:

License

MIT - Feel free to customize for your needs!