estimate_shapley_values_gcm · DoWhy MCP v2 0 MCP

WHAT IT DOES

What estimate_shapley_values_gcm does on DoWhy MCP v2 0

AI agents invoke estimate_shapley_values_gcm to trigger actions in DoWhy MCP v2 0. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.

WHY IT NEEDS A POLICY

Why estimate_shapley_values_gcm needs a policy

The tool executes a statistical/causal computation (Shapley value estimation) using the DoWhy GCM framework. It does not simply retrieve stored data; it actively runs an algorithm that processes inputs and produces derived outputs. No data is written, deleted, or financial transactions are made. This fits Execute as it triggers an external computational operation whose results depend on arguments.

From the tool's definition '估计Shapley值' (estimate Shapley values) using DoWhy GCM — runs a causal computation/algorithm on provided data

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

estimate_shapley_values_gcm Rate-limited

estimate_shapley_values_gcm stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "estimate_shapley_values_gcm": {
      "limits": [
        {
          "counter": "estimate_shapley_values_gcm_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-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 estimate_shapley_values_gcm

What does the estimate_shapley_values_gcm tool do? +

使用 DoWhy GCM 估计Shapley值. It is categorised as a Execute tool in the DoWhy MCP v2 0 MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on estimate_shapley_values_gcm? +

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

estimate_shapley_values_gcm is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit estimate_shapley_values_gcm? +

Yes. Add a rate_limit block to the estimate_shapley_values_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 estimate_shapley_values_gcm completely? +

Set action: deny in the PolicyLayer policy for estimate_shapley_values_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 estimate_shapley_values_gcm? +

estimate_shapley_values_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.