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MCP Prompt Optimizer (local)

@nivlewd1

リポジトリ

基本情報

カテゴリ

その他

トランスポート

stdio

作者

nivlewd1

投稿者

Dwelvin Morgan

MCP Prompt Optimizer について

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 ensu

#prompt-optimization#privacy-first#local-processing#cross-platform#mcp-server#ai-optimization#binary-optimization#template-management#offline-capable#claude-desktop#cursor#windsurf

MCP Prompt Optimizer の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

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

MCP Prompt Optimizer のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is Mcp Prompt Optimizer (local)?

Mcp Prompt Optimizer (local) is an advanced local prompt intelligence engine that optimizes prompts entirely on your machine, preserving complete privacy. It is designed for developers and teams who need sophisticated content analysis without sending data to external servers.

How to use Mcp Prompt Optimizer (local)?

Install globally via npm install -g mcp-prompt-optimizer-local, then set the OPTIMIZER_API_KEY environment variable with your license key (basic or pro). Optionally set OPENAI_API_KEY for LLM-enhanced optimization. Use the provided tools such as optimize_prompt to transform prompts with over 50 techniques.

Key features of Mcp Prompt Optimizer (local)

  • 100% local processing – no data transmission during optimization
  • Offline capable with cached license validation (24-48 hours)
  • Dual-tier optimization: rules engine always available, optional OpenAI enhancement
  • Cross-platform support: Windows, macOS, and Linux (x64, ARM64)
  • Binary optimization for platform-specific performance
  • Free tier: 5 optimizations per day; Pro: $19.99 one-time unlimited

Use cases of Mcp Prompt Optimizer (local)

  • Developers requiring private prompt optimization
  • Teams working with sensitive data that must stay on-premise
  • Users in regions with restricted cloud access
  • Anyone prioritizing data privacy and offline capability

よくある質問

1

Is my data sent to any external server during optimization?

No. Optimization runs 100% locally; your prompts never leave your machine.

2

Does the tool require internet connectivity?

Internet is only needed for initial license validation (cached for 24–48 hours). After that, it works fully offline.

3

What are the licensing options?

A basic free license (5 optimizations per day) and a Pro one-time license ($19.99) for unlimited optimizations are available.

4

Can I use OpenAI’s models with this tool?

Yes, by setting the `OPENAI_API_KEY` environment variable you can enable optional LLM-enhanced optimization.

5

What are the system requirements?

Node.js version 16.0.0 or higher is required. The tool includes native binaries for Windows x64, macOS (Intel & Apple Silicon), and Linux (x64 & ARM64).

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