# dataset_initialize_metadata

Initialize dataset metadata file.

Agent View of the PolicyLayer registry record for `dataset_initialize_metadata`. HTML page: https://policylayer.com/tools/54yyyu-kaggle-mcp/dataset-initialize-metadata

## Facts

- Tool: `dataset_initialize_metadata`
- Server: Kaggle-MCP (`54yyyu/kaggle-mcp`) — https://policylayer.com/tools/54yyyu-kaggle-mcp.md
- Homepage: https://github.com/54yyyu/kaggle-mcp
- Risk category: Write (Medium risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "dataset_initialize_metadata",
    "arguments": {}
  }
}
```

## 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 own definition: "Initialize dataset metadata file"

## Use case

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.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Kaggle-MCP:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "dataset_initialize_metadata": {
      "limits": [
        {
          "counter": "dataset_initialize_metadata_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on Kaggle-MCP (43)

- `config_unset` — Destructive — https://policylayer.com/tools/54yyyu-kaggle-mcp/config-unset.md
- `model_delete` — Destructive — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-delete.md
- `model_instance_delete` — Destructive — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-instance-delete.md
- `model_instance_version_delete` — Destructive — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-instance-version-delete.md
- `authenticate` — Other — https://policylayer.com/tools/54yyyu-kaggle-mcp/authenticate.md
- `competition_details` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/competition-details.md
- `competition_download_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/competition-download-files.md
- `competition_leaderboard` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/competition-leaderboard.md
- `competition_list_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/competition-list-files.md
- `competition_submissions` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/competition-submissions.md
- `competitions_list` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/competitions-list.md
- `config_view` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/config-view.md
- `dataset_download_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/dataset-download-files.md
- `dataset_list_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/dataset-list-files.md
- `dataset_metadata` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/dataset-metadata.md
- `dataset_status` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/dataset-status.md
- `datasets_list` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/datasets-list.md
- `kernel_list_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/kernel-list-files.md
- `kernel_output` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/kernel-output.md
- `kernel_pull` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/kernel-pull.md
- `kernel_status` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/kernel-status.md
- `kernels_list` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/kernels-list.md
- `model_get` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-get.md
- `model_instance_get` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-instance-get.md
- `model_instance_list_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-instance-list-files.md
- `model_instance_version_download` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-instance-version-download.md
- `model_instance_version_list_files` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/model-instance-version-list-files.md
- `models_list` — Read — https://policylayer.com/tools/54yyyu-kaggle-mcp/models-list.md
- `competition_submit` — Write — https://policylayer.com/tools/54yyyu-kaggle-mcp/competition-submit.md
- `config_path` — Write — https://policylayer.com/tools/54yyyu-kaggle-mcp/config-path.md
- …and 13 more: https://policylayer.com/tools/54yyyu-kaggle-mcp.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

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Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=54yyyu-kaggle-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/54yyyu-kaggle-mcp