scipy_distribution_gcm · DoWhy MCP v2 0 MCP: Risk & Policy

WHAT IT DOES

What scipy_distribution_gcm does on DoWhy MCP v2 0

AI agents use scipy_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 scipy_distribution_gcm needs a policy

The tool appears to model/assign a Scipy distribution as a causal mechanism in a GCM (Generalized Causal Model). Based on sibling tools like 'assign_causal_mechanisms', this likely writes/configures a distribution model into the causal graph rather than reading or executing external operations. Confidence is moderate because the description is minimal and in Chinese, offering limited detail about side effects.

From the tool's definition 使用 DoWhy GCM Scipy分布建模 (Using DoWhy GCM Scipy distribution modeling)

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

scipy_distribution_gcm Rate-limited

scipy_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": {
    "scipy_distribution_gcm": {
      "limits": [
        {
          "counter": "scipy_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 scipy_distribution_gcm

What does the scipy_distribution_gcm tool do? +

使用 DoWhy GCM Scipy分布建模. 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 scipy_distribution_gcm? +

Register the DoWhy MCP v2 0 MCP server in PolicyLayer and add a rule for scipy_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 scipy_distribution_gcm? +

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

Can I rate-limit scipy_distribution_gcm? +

Yes. Add a rate_limit block to the scipy_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 scipy_distribution_gcm completely? +

Set action: deny in the PolicyLayer policy for scipy_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 scipy_distribution_gcm? +

scipy_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.