Prompt Auto-Optimizer MCP

MIT License

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gepa_select_optimal

Automatically selects the best AI prompt candidate for a given task context by evaluating performance and diversity weights, ensuring optimal results for specific use cases.

Instructions

Select best prompt candidate for given context

Input Schema

Name	Required	Description
`diversityWeight`	No	Weight for diversity in selection criteria
`performanceWeight`	No	Weight for performance in selection criteria
`taskContext`	No	Context description for prompt selection (optional)

Input Schema (JSON Schema)

{
  "properties": {
    "diversityWeight": {
      "default": 0.3,
      "description": "Weight for diversity in selection criteria",
      "type": "number"
    },
    "performanceWeight": {
      "default": 0.7,
      "description": "Weight for performance in selection criteria",
      "type": "number"
    },
    "taskContext": {
      "description": "Context description for prompt selection (optional)",
      "type": "string"
    }
  },
  "type": "object"
}

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