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mcp-prompt-optimizer

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Local MCP server for AI-Enhanced Prompt Optimizer API with context awareness and parameter preservation

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# Changelog All notable changes to the MCP Prompt Optimizer package will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [1.1.0] - 2025-06-21 ### Added - **MAJOR**: AI Context Detection and Enhanced Optimization - Automatic AI context detection for prompts (image_generation, llm_interaction, technical_automation, human_communication) - Enhanced goal mapping with AI-specific optimization goals - Parameter preservation for technical prompts (e.g., Midjourney --ar, --v parameters) - Context-aware optimization routing based on prompt content ### New Features - **AI-Specific Optimization Goals**: - `keyword_density` - Enhanced keyword optimization for AI models - `parameter_preservation` - Preserves technical parameters during optimization - `token_efficiency` - Optimizes token usage for LLM interactions - `embedding_strength` - Enhances semantic embedding effectiveness - `context_specificity` - Improves context relevance for AI models - `ai_model_compatibility` - Optimizes for specific AI model requirements - `quality_enhancement` - Adds quality indicators for better AI responses - `role_clarity` - Enhances role-playing and persona clarity - `code_protection` - Protects code elements during optimization - **Enhanced Tool Parameters**: - `ai_context` - Manual AI context specification (auto-detected if not provided) - `preserve_formatting` - Controls technical parameter preservation - `target_ai_model` - Specify target AI model for optimization - `optimization_level` - Choose between conservative, balanced, or aggressive optimization ### Improved - **Enhanced Response Information**: - Shows detected AI context in optimization results - Displays optimization strategy used - Indicates when goal enhancement was applied - Reports preserved parameters count - Shows original vs enhanced goals comparison - **Better AI Integration**: - Automatic detection of Midjourney, DALL-E, and Stable Diffusion prompts - Smart handling of LLM role-playing prompts - Code and technical automation prompt protection - Context-aware optimization strategies ### Technical Improvements - Updated MCP server version to 1.1.0 - Enhanced API client with AI optimization options - Improved error handling for AI-specific features - Added comprehensive AI context validation ### Documentation - Updated tool schema with new AI-specific parameters - Enhanced descriptions for all new optimization goals - Added AI context detection documentation - Improved examples with AI optimization use cases ### Backward Compatibility - All existing functionality remains unchanged - New AI features are automatically applied when beneficial - Existing goal names and functionality preserved - No breaking changes to API or configuration ## [1.0.3] - 2025-06-18 ### Fixed - **CRITICAL**: Fixed binary execution issue on Windows systems - Changed binary configuration to point directly to index.js instead of bin/start-server - Resolved issue where global installation commands (--help, --version) failed silently - Improved version detection for global installations - Fixed Windows batch file generation issues ### Improved - Enhanced binary path resolution for global installations - Added fallback version detection when package.json path resolution fails - Better error handling in binary execution ### Notes - This fix resolves the issue where `mcp-prompt-optimizer --help` and `mcp-prompt-optimizer --version` returned no output - Existing functionality remains unchanged - No breaking changes to API or configuration ## [1.0.2] - 2025-06-18 ### Fixed - **CRITICAL**: Fixed pricing information discrepancy in documentation - Corrected subscription tier pricing to match backend implementation - Updated rate limit documentation for accuracy - Resolved conflicting pricing information between different sources - Improved documentation consistency across all package files ### Documentation - Updated README.md with accurate subscription tiers and pricing - Clarified rate limiting structure for all subscription levels - Enhanced troubleshooting guide for pricing-related questions - Improved consistency between npm package docs and web dashboard ### Notes - This is a documentation-only update with no functional changes - Existing API functionality and rate limits remain unchanged - Users should verify current pricing at the web dashboard ## [1.0.1] - 2025-06-05 ### Changed - **CRITICAL**: Updated default backend URL from placeholder to production deployment - Changed from `https://your-app.code.run` to `https://p01--project-optimizer--fvrdk8m9k9j.code.run` - Ensures out-of-the-box functionality without manual configuration - Updated package repository information to proper GitHub URLs - Enhanced error handling in API client for server errors (500 status) - Improved documentation with backend infrastructure details ### Added - Added comprehensive backend connectivity documentation - Added troubleshooting section for backend connection issues - Added environment variable documentation for debugging - Added changelog file for version tracking - Enhanced test suite with backend URL validation - Added npm test script for package validation ### Fixed - Fixed default backend URL configuration in `lib/config.js` - Ensured consistency between API client and config defaults - Improved package metadata and author information ### Documentation - Updated README.md with production backend information - Enhanced client configuration guide with backend details - Added backend health check endpoints - Improved troubleshooting documentation ## [1.0.0] - 2025-05-XX ### Added - Initial release of MCP Prompt Optimizer package - Support for Claude Desktop, Cursor, and Windsurf MCP clients - API key authentication system with secure local storage - Complete optimization goal support (10 different goals) - MCP Protocol 2024-11-05 compliance - Real-time quota tracking and usage monitoring - Comprehensive error handling and validation - Interactive setup command for API key configuration - Global npm package installation support - Cross-platform compatibility (Windows, macOS, Linux) ### Features - **optimize_prompt** tool with advanced goal selection - Secure API key management with local storage - Base64 configuration encoding for MCP protocol compliance - Automatic retry logic and rate limiting handling - Health check and connectivity validation - Development and production environment support ### Security - HTTPS-only communication with backend - Local-only API key storage - No persistent data storage on servers - Enterprise-grade security compliance --- ## Backend Compatibility | Package Version | Backend API Version | Deployment URL | AI Features | |-----------------|--------------------|--------------------|-------------| | 1.1.0 | v0.3.0+ | https://p01--project-optimizer--fvrdk8m9k9j.code.run | Full AI Context Detection | | 1.0.3 | v0.2.2+ | https://p01--project-optimizer--fvrdk8m9k9j.code.run | None | | 1.0.2 | v0.2.2+ | https://p01--project-optimizer--fvrdk8m9k9j.code.run | None | | 1.0.1 | v0.2.2+ | https://p01--project-optimizer--fvrdk8m9k9j.code.run | None | | 1.0.0 | v0.2.0+ | Placeholder URL (manual configuration required) | None | ## Migration Guide ### From 1.0.3 to 1.1.0 **New AI Features Available:** - Automatic AI context detection - Enhanced optimization goals - Parameter preservation - Target AI model specification **Update process:** ```bash # Update the package npm update -g mcp-prompt-optimizer # Verify new version and AI features mcp-prompt-optimizer --version # Test with an AI prompt (example) # The tool will now automatically detect and optimize for AI contexts ``` **New Usage Examples:** ```json // Image generation prompt (auto-detected) { "prompt": "A beautiful sunset over mountains --ar 16:9 --v 5.2", "goals": ["clarity", "keyword_density"] } // LLM interaction prompt (auto-detected) { "prompt": "Act as a professional copywriter and help me write...", "goals": ["role_clarity", "context_specificity"] } // Manual AI context specification { "prompt": "Create a photorealistic image...", "ai_context": "image_generation", "target_ai_model": "midjourney" } ``` ### From 1.0.2 to 1.0.3 No breaking changes. This update fixes binary execution issues on Windows systems. **Update process:** ```bash # Update the package npm update -g mcp-prompt-optimizer # Verify new version and functionality mcp-prompt-optimizer --version mcp-prompt-optimizer --help # No configuration changes needed ``` ### From 1.0.1 to 1.0.2 No breaking changes. This is a documentation-only update. **Update process:** ```bash # Update the package npm update -g mcp-prompt-optimizer # Verify new version mcp-prompt-optimizer --version # No configuration changes needed ``` ### From 1.0.0 to 1.0.1 No breaking changes. The update automatically configures the correct backend URL. **If you previously configured a custom backend URL:** - Your configuration will be preserved - To use the new default: delete `~/.prompt-optimizer/config.json` and run `mcp-prompt-optimizer --setup` **For existing installations:** ```bash # Update the package npm update -g mcp-prompt-optimizer # Verify new version mcp-prompt-optimizer --version # Test connectivity (optional) npm test ``` ## Known Issues ### 1.1.0 - None known at release time ### 1.0.3 - None known at release time ### 1.0.2 - Binary execution issues on Windows (fixed in 1.0.3) ### 1.0.1 - Pricing documentation inconsistency (fixed in 1.0.2) - Binary execution issues on Windows (fixed in 1.0.3) ### 1.0.0 - Required manual backend URL configuration - Placeholder URLs in documentation ## AI Optimization Examples ### Image Generation Prompts ```javascript // Midjourney prompt with parameters preserved { "prompt": "Professional headshot of a business executive --ar 1:1 --v 5.2 --stylize 100", "goals": ["keyword_density", "parameter_preservation", "quality_enhancement"] } ``` ### LLM Role-Playing ```javascript // Role-playing prompt with enhanced clarity { "prompt": "Act as a senior software architect and help me design...", "goals": ["role_clarity", "context_specificity", "actionability"] } ``` ### Technical Automation ```javascript // Code-related prompt with protection { "prompt": "Write a Python function that processes API responses...", "goals": ["code_protection", "technical_precision", "clarity"] } ``` ## Support For version-specific support: - [GitHub Issues](https://github.com/prompt-optimizer/mcp-prompt-optimizer/issues) - [Support Portal](https://promptoptimizer-blog.vercel.app/support) - [Documentation](https://promptoptimizer-blog.vercel.app/docs) When reporting issues, please include: - Package version (`mcp-prompt-optimizer --version`) - Node.js version (`node --version`) - Operating system - MCP client type and version - Error messages and logs - AI context and optimization goals used (for AI-related issues)