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