create_categorical_distribution_gcm

WHAT IT DOES

What create_categorical_distribution_gcm does on DoWhy MCP v2 0

AI agents use create_categorical_distribution_gcm to create or update resources in DoWhy MCP v2 0 — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your DoWhy MCP v2 0 environment.

WHY IT NEEDS A POLICY

Why create_categorical_distribution_gcm needs a policy

This tool creates a categorical distribution object, which is a reversible data structure modification typical of Write category tools. It has no permanent side effects, does not execute arbitrary code, does not access external systems, and does not involve financial operations.

From the tool's definition Tool name includes 'create_' prefix and description indicates 'create categorical distribution' — a data structure creation operation that modifies state by adding a new distribution object.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

create_categorical_distribution_gcm Rate-limited

create_categorical_distribution_gcm stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

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

LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches DoWhy MCP v2 0, so you can run agents against it safely.

FAQ

Questions about create_categorical_distribution_gcm

What does the create_categorical_distribution_gcm tool do? +

使用 DoWhy GCM 创建分类分布. It is categorised as a Write tool in the DoWhy MCP v2 0 MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on create_categorical_distribution_gcm? +

Register the DoWhy MCP v2 0 MCP server in PolicyLayer and add a rule for create_categorical_distribution_gcm: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches DoWhy MCP v2 0. Nothing to install.

What risk level is create_categorical_distribution_gcm? +

create_categorical_distribution_gcm is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit create_categorical_distribution_gcm? +

Yes. Add a rate_limit block to the create_categorical_distribution_gcm rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block create_categorical_distribution_gcm completely? +

Set action: deny in the PolicyLayer policy for create_categorical_distribution_gcm. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides create_categorical_distribution_gcm? +

create_categorical_distribution_gcm is provided by the DoWhy MCP v2 0 MCP server (lesong36/dowhy_mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.