sloth-wq/prompt-auto-optimizer-mcp
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The Prompt Auto-Optimizer MCP is an AI-powered server designed to enhance and optimize AI prompts using evolutionary algorithms.
Tools
Functions exposed to the LLM to take actions
gepa_start_evolution
Start optimizing a prompt using evolutionary algorithms.
gepa_evaluate_prompt
Test how well a prompt performs on specific tasks.
gepa_reflect
Analyze why prompts fail and get improvement suggestions.
gepa_get_pareto_frontier
Get the best prompt candidates that balance multiple goals.
gepa_select_optimal
Choose the best prompt for your specific use case.
gepa_record_trajectory
Log the results of prompt executions for analysis.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client