dataset_initialize_metadata

Initialize dataset metadata file.

SERVERKaggle-MCP SOURCE54yyyu/kaggle-mcp

Medium RISK CLASS

Category Write

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/54yyyu-kaggle-mcp/dataset-initialize-metadata.md

WHAT IT DOES

What dataset_initialize_metadata does on Kaggle-MCP

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

RISK

Why dataset_initialize_metadata is rated Medium

Initializing metadata creates or writes a new metadata file for a dataset. This is a Write operation as it creates a new file/data structure. It is reversible (the file can be deleted or modified), and has low blast radius as it only affects metadata configuration, not actual data or financial systems.

From the tool's definition Initialize dataset metadata file

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs dataset_initialize_metadata safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Kaggle-MCP, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For dataset_initialize_metadata, this is the rule to start with:

dataset_initialize_metadata Rate-limited

dataset_initialize_metadata 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": {
    "dataset_initialize_metadata": {
      "limits": [
        {
          "counter": "dataset_initialize_metadata_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Kaggle-MCP, apply this rule, and every dataset_initialize_metadata call is checked against it from then on.

FAQ

Questions about dataset_initialize_metadata

What does the dataset_initialize_metadata tool do? +

Initialize dataset metadata file. It is categorised as a Write tool in the Kaggle-MCP MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on dataset_initialize_metadata? +

Register the Kaggle MCP server in PolicyLayer and add a rule for dataset_initialize_metadata: 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 Kaggle-MCP. Nothing to install.

What risk level is dataset_initialize_metadata? +

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

Can I rate-limit dataset_initialize_metadata? +

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

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

dataset_initialize_metadata is provided by the Kaggle MCP server (54yyyu/kaggle-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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