# kernel_pull

A read tool on the Kaggle-MCP MCP server.

Agent View of the PolicyLayer registry record for `kernel_pull`. HTML page: https://policylayer.com/tools/54yyyu-kaggle-mcp/kernel-pull

## Facts

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

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

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

## Why kernel_pull is rated Low

Without an explicit description, classification relies on naming convention and context. 'Pull' typically indicates retrieval rather than modification or execution. The Kaggle kernel context suggests downloading or fetching notebook/script content, which is a read operation. Confidence is moderate (0.7) due to empty description; if 'kernel_pull' actually executes kernels, it would be Execute instead.

From the tool's own definition: "Tool name 'kernel_pull' suggests retrieving or downloading kernel code/data from Kaggle. The method naming pattern 'pull' is consistent with fetching operations."

## Use case

AI agents call kernel_pull 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.

## Recommended policy (PolicyLayer)

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

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "kernel_pull": {}
  }
}
```

## 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_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
- `config_set` — Write — https://policylayer.com/tools/54yyyu-kaggle-mcp/config-set.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`

---

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