cdp_create_prediction

What cdp_create_prediction does on CDP MCP Server

AI agents use cdp_create_prediction to create or update resources in CDP MCP Server, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your CDP MCP Server environment.

Why cdp_create_prediction is rated Medium

The tool name indicates it creates a prediction resource in the CDP system, which is a reversible data modification operation. This falls under Write category. Severity is high because predictions in a CDP context likely drive business decisions and marketing campaigns affecting customer data and engagement; creating incorrect or unauthorized predictions could impact campaign targeting and customer interactions.

From the tool's definition Tool name 'cdp_create_prediction' indicates creation of a new prediction resource within the CDP system. Sibling tools show patterns of cache and data management operations. The 'create' prefix aligns with Write category actions that modify data.

The rule that runs cdp_create_prediction safely

PolicyLayer is an MCP gateway: it sits between your AI agents and CDP MCP Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For cdp_create_prediction, this is the rule to start with:

{
  "version": "1",
  "default": "deny",
  "tools": {
    "cdp_create_prediction": {
      "limits": [
        {
          "counter": "cdp_create_prediction_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

Questions about cdp_create_prediction