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MCP Prompt Optimizer (local)

@nivlewd1

代码仓库

基本信息

分类

其他

传输方式

stdio

作者

nivlewd1

提交者

Dwelvin Morgan

关于 MCP Prompt Optimizer

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 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "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 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

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

常见问题

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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