mcp__gemini__performance_predictor
Predict system performance metrics like response time and throughput across load scenarios, enabling data-driven optimizations and capacity planning for 12-month horizons.
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"
}