dataset_list_files

List files in a dataset.

SERVERKaggle-MCP SOURCE54yyyu/kaggle-mcp

Low RISK CLASS

Category Read

Parameters 00 required

Recommended Allowedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/54yyyu-kaggle-mcp/dataset-list-files.md

WHAT IT DOES

What dataset_list_files does on Kaggle-MCP

AI agents call dataset_list_files to retrieve information from Kaggle-MCP without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

RISK

Why dataset_list_files is rated Low

This tool retrieves and queries dataset file information. It has no side effects, does not create, modify, delete, or execute any operations. It is a straightforward read operation similar to listing directory contents, making it the lowest-risk category.

From the tool's definition Tool name 'dataset_list_files' and description 'List files in a dataset' indicate retrieval of file metadata without modification or deletion.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs dataset_list_files 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_list_files, this is the rule to start with:

dataset_list_files Allowed

dataset_list_files is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "dataset_list_files": {}
  }
}

ALLOW ONLY 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_list_files call is checked against it from then on.

FAQ

Questions about dataset_list_files

What does the dataset_list_files tool do? +

List files in a dataset. It is categorised as a Read tool in the Kaggle-MCP MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on dataset_list_files? +

Register the Kaggle MCP server in PolicyLayer and add a rule for dataset_list_files: 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_list_files? +

dataset_list_files is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit dataset_list_files? +

Yes. Add a rate_limit block to the dataset_list_files 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_list_files completely? +

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

dataset_list_files 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.

KEEP EXPLORING

More on Kaggle, and thousands of servers like it.

This server

All 44 Kaggle tools →

Across the catalogue

list_symbols on ACE-MCP →aiva_list_affiliates on AIVA MCP Server →list_circuits on 0gzk → The MCP Attack Database →

Guides

Roll out MCP under one policy →Data exfiltration →MCP token cost →