stability_analyzer · DoWhy MCP v2 0 MCP: Risk & Policy

WHAT IT DOES

What stability_analyzer does on DoWhy MCP v2 0

AI agents use stability_analyzer 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 stability_analyzer needs a policy

An AI agent can call stability_analyzer faster than any human can review — one bad instruction and it creates or modifies resources in DoWhy MCP v2 0 by the hundred, each call as confident as the last.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

stability_analyzer Rate-limited

stability_analyzer 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": {
    "stability_analyzer": {
      "limits": [
        {
          "counter": "stability_analyzer_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 stability_analyzer

What does the stability_analyzer tool do? +

使用 DoWhy 分析估计的稳定性. 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 stability_analyzer? +

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

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

Can I rate-limit stability_analyzer? +

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

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

stability_analyzer 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.