mcp__gemini__performance_predictor

Predict system performance under various load scenarios, optimize resource usage, and plan capacity for future growth with AI-driven insights and actionable recommendations.

Instructions

AI-powered performance prediction and optimization recommendations with capacity planning

Input Schema

Name	Required	Description	Default
`load_scenarios`	No	Load scenarios to predict
`metrics`	No	Performance metrics to predict
`prediction_horizon`	No	Prediction timeframe	12 months
`system`	Yes	System or code to analyze

Input Schema (JSON Schema)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "load_scenarios": {
      "default": [
        "current",
        "2x",
        "10x"
      ],
      "description": "Load scenarios to predict",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "metrics": {
      "default": [
        "response_time",
        "throughput",
        "resource_usage"
      ],
      "description": "Performance metrics to predict",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "prediction_horizon": {
      "default": "12 months",
      "description": "Prediction timeframe",
      "type": "string"
    },
    "system": {
      "description": "System or code to analyze",
      "type": "string"
    }
  },
  "required": [
    "system"
  ],
  "type": "object"
}

Gemini MCP

mcpgeminiperformance_predictor

Instructions

Input Schema

Input Schema (JSON Schema)

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