Mcp Prompt Optimizer (local)

Created By

nivlewd14 months ago

Advanced Local Prompt Intelligence Engine with complete privacy and sophisticated content analysis. Features cross-platform support (Windows, macOS, Linux), binary optimization, and dual-tier processing: AI-aware rules engine + optional LLM enhancement. 100% local processing ensures complete privacy - no data transmission during optimization. Key Features: - Privacy-First: Complete local processing, no cloud dependencies - Cross-Platform: Native binaries for Windows, macOS (Intel/Apple Silicon), Linux (x64/ARM64) - Dual Optimization: Sophisticated rules engine + optional OpenAI LLM enhancement - Professional Tools: 50+ optimization techniques for technical and creative prompts - Template Management: Save, search, and reuse optimization patterns - Zero Setup: Works offline with cached license validation Perfect for developers, teams, and anyone requiring private prompt optimization without cloud dependencies.

# prompt-optimization

# privacy-first

Overview Content Tools Comments

Overview

Overview: (Summary section)

Privacy-first local prompt optimization with cross-platform native binaries. Features sophisticated AI-aware rules engine with optional OpenAI LLM enhancement. Perfect for users requiring complete data privacy and offline capability.

**Key Benefits:**
- Complete privacy with 100% local processing
- Works offline with cached validation
- Cross-platform native performance
- Dual optimization tiers (rules + optional LLM)
- Professional template management

Server Config

{
  "mcpServers": {
    "prompt-optimizer-local": {
      "command": "mcp-prompt-optimizer-local",
      "env": {
        "OPTIMIZER_API_KEY": "sk-local-pro-your-key-here",
        "OPENAI_API_KEY": "sk-proj-your-openai-key-here"
      }
    }
  }
}

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