Prompt Optimizer Local

Created By

Prompt Optimizera month ago

Transform AI prompts with intelligent context detection, 50+ professional optimization techniques, and seamless team collaboration. Integrated with Claude Desktop, Cursor, Windsurf, and 17+ MCP clients. • **100% Local Processing** - All prompt optimization is done on your machine, ensuring complete privacy and confidentiality. • **Offline Capability** - Works without an internet connection, making it ideal for secure or air-gapped environments. • **Advanced Local Prompt Intelligence** - Sophisticated content analysis and optimization performed directly on your machine, including context-aware optimization for debugging and technical prompts. • **Cross-Platform Support** - Universal compatibility for Windows, macOS, and Linux. • **Binary Integrity Verification** - SHA256 hash validation ensures the integrity of the local server. • **Technical Parameter Preservation** - Maintains code blocks, API calls, and other technical details during optimization, including parameters like --ar and --v. • **Debugging Scenario Detection** - Context-aware optimization tailored for debugging and technical prompts.

# promptoptimizerlocal

# promptoptimizer

Overview Content Tools Comments

Overview

what is Prompt Optimizer Local?

Prompt Optimizer Local is a tool designed to transform AI prompts using intelligent context detection and over 50 professional optimization techniques, ensuring seamless collaboration within teams. It operates entirely on your local machine, providing privacy and confidentiality.

how to use Prompt Optimizer Local?

To use Prompt Optimizer Local, install the software and run the command OPTIMIZER_API_KEY={OPTIMIZER_API_KEY} npx mcp-prompt-optimizer-local. This will initiate the prompt optimization process on your local environment.

key features of Prompt Optimizer Local?

100% Local Processing for complete privacy
Offline capability for secure environments
Advanced local prompt intelligence for context-aware optimization
Cross-platform support for Windows, macOS, and Linux
Binary integrity verification with SHA256 hash
Preservation of technical parameters during optimization
Debugging scenario detection for technical prompts

use cases of Prompt Optimizer Local?

Optimizing AI prompts for better performance in applications.
Collaborating on prompt development in secure environments.
Debugging and refining technical prompts for AI models.

FAQ from Prompt Optimizer Local?

Is my data safe with Prompt Optimizer Local?

Yes! All processing is done locally on your machine, ensuring your data remains private.

Can I use it without an internet connection?

Yes! Prompt Optimizer Local is designed to work offline, making it suitable for air-gapped environments.

What platforms does it support?

It supports Windows, macOS, and Linux.

Server Config

{
  "mcpServers": {
    "prompt-optimizer-local": {
      "command": "npx",
      "args": [
        "mcp-prompt-optimizer-local"
      ],
      "env": {
        "OPTIMIZER_API_KEY": "sk-opt-your-key-here"
      }
    }
  }
}

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