kaggle_create_notebook · Mcp Kaggle Tool MCP: Risk & Policy

WHAT IT DOES

What kaggle_create_notebook does on Mcp Kaggle Tool

AI agents use kaggle_create_notebook to create or update resources in Mcp Kaggle Tool — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Mcp Kaggle Tool environment.

WHY IT NEEDS A POLICY

Why kaggle_create_notebook needs a policy

This tool creates a new notebook resource in Kaggle, which is a reversible write operation. It does not execute code (that is handled by kaggle_run_notebook), does not delete anything irreversibly, and does not involve financial transactions. Creating a notebook is a standard write operation that can be undone by deletion.

From the tool's definition Tool description states 'Create a new Kaggle notebook' which is a create operation that modifies data in Kaggle's system by adding a new notebook resource.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

kaggle_create_notebook Rate-limited

kaggle_create_notebook 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": {
    "kaggle_create_notebook": {
      "limits": [
        {
          "counter": "kaggle_create_notebook_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 Mcp Kaggle Tool, so you can run agents against it safely.

FAQ

Questions about kaggle_create_notebook

What does the kaggle_create_notebook tool do? +

Create a new Kaggle notebook. It is categorised as a Write tool in the Mcp Kaggle Tool MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on kaggle_create_notebook? +

Register the Mcp Kaggle Tool MCP server in PolicyLayer and add a rule for kaggle_create_notebook: 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 Mcp Kaggle Tool. Nothing to install.

What risk level is kaggle_create_notebook? +

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

Can I rate-limit kaggle_create_notebook? +

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

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

kaggle_create_notebook is provided by the Mcp Kaggle Tool MCP server (mikeybeez/mcp-kaggle-tool). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.