propensity_score_stratification_estimator

WHAT IT DOES

What propensity_score_stratification_estimator does on DoWhy MCP v2 0

AI agents invoke propensity_score_stratification_estimator 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 propensity_score_stratification_estimator needs a policy

This tool runs a causal inference estimation algorithm (propensity score stratification) that computes statistical estimates from data. It triggers an external computation/analysis operation rather than simply reading stored data or writing/modifying records.

From the tool's definition 使用 DoWhy 原生倾向得分分层方法估计因果效应 (Estimates causal effects using DoWhy native propensity score stratification method)

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

propensity_score_stratification_estimator Rate-limited

propensity_score_stratification_estimator 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": {
    "propensity_score_stratification_estimator": {
      "limits": [
        {
          "counter": "propensity_score_stratification_estimator_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 propensity_score_stratification_estimator

What does the propensity_score_stratification_estimator tool do? +

使用 DoWhy 原生倾向得分分层方法估计因果效应. 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 propensity_score_stratification_estimator? +

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

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

Can I rate-limit propensity_score_stratification_estimator? +

Yes. Add a rate_limit block to the propensity_score_stratification_estimator 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 propensity_score_stratification_estimator completely? +

Set action: deny in the PolicyLayer policy for propensity_score_stratification_estimator. 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 propensity_score_stratification_estimator? +

propensity_score_stratification_estimator 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.