analyze_mean_reversion

Analyze mean reversion signals for specified symbols within a defined period and lookback window to identify potential trading opportunities. Delivers results in a structured dictionary for informed decision-making.

Instructions

    Analyze mean reversion signals for given symbols.

    Args:
        symbols: List of symbols to analyze
        start_date: Start date in YYYY-MM-DD format
        end_date: End date in YYYY-MM-DD format
        lookback_period: Lookback period for moving average and std
        instance_name: QuantBook instance name

    Returns:
        Dictionary containing mean reversion analysis results
    

Input Schema

Name	Required	Default
`end_date`	Yes
`instance_name`	No	default
`lookback_period`	No
`start_date`	Yes
`symbols`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "end_date": {
      "title": "End Date",
      "type": "string"
    },
    "instance_name": {
      "default": "default",
      "title": "Instance Name",
      "type": "string"
    },
    "lookback_period": {
      "default": 30,
      "title": "Lookback Period",
      "type": "integer"
    },
    "start_date": {
      "title": "Start Date",
      "type": "string"
    },
    "symbols": {
      "items": {
        "type": "string"
      },
      "title": "Symbols",
      "type": "array"
    }
  },
  "required": [
    "symbols",
    "start_date",
    "end_date"
  ],
  "type": "object"
}

QuantConnect MCP Server

analyze_mean_reversion

Instructions

Input Schema

Input Schema (JSON Schema)

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