mcp prompt optimizer
pipStandardOptimizes prompts for AI systems. Exposes tools for refining prompt structure, clarity, and performance. Integrates with AI models to enhance output quality. Used by developers building AI applications needing precise, effective prompts.
2120Updated 8 months ago
Overview
Optimizes prompts for AI systems. Exposes tools for refining prompt structure, clarity, and performance. Integrates with AI models to enhance output quality. Used by developers building AI applications needing precise, effective prompts.
Installation
1Install the package
pip
pip install mcp-prompt-optimizer2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"bubobot-team-mcp-prompt-optimizer-github": {
"command": "uvx",
"args": [
"pip install mcp-prompt-optimizer"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from mcp prompt optimizer?"
Prerequisites
- Python 3.10 or higher
- pip or uv package manager
- Claude Desktop or Claude API access
Configuration
No configuration required. This server works out of the box.
Usage Examples
List Resources
"What resources are available in mcp prompt optimizer?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in mcp prompt optimizer"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in mcp prompt optimizer with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with mcp prompt optimizer
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