kaggle-mcp

Item: kaggle-mcp
Rating: 36
Author: M8ven

A safety-first MCP server that connects Claude to Kaggle, enabling competition management, dataset analysis, submission tracking, and kernel execution with built-in safeguards against destructive actions and prompt injection.

→ parkseokjune/kaggle-mcp · listed on glama

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// key findings

⚠️

Tool descriptions don’t match what handlers do

2 tools describe read intent but their handlers mutate — kaggle_eda_competition (line 251: z.unlink()); kaggle_eda_dataset (line 97: z.unlink())

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: KAGGLE_KEY, KAGGLE_API_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configKAGGLE_CONFIG_DIR

configXDG_CONFIG_HOME

configKAGGLE_USERNAME— export =your_user

🔐 secretKAGGLE_KEY— export =your_40_char_key

🔐 secretKAGGLE_API_TOKEN

configKAGGLE_MCP_SUBMISSION_CAP— 5 Per-competition daily submission budget

configKAGGLE_MCP_ENABLE_DESTRUCTIVE— 0 Exposes kaggle_delete_dataset / kaggle_delete_model

configKAGGLE_MCP_ENABLE_PUBLISH— 0 Allows creating public datasets

configKAGGLE_MCP_WORKDIR

configKAGGLE_MCP_TRANSPORT

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 8 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/parkseokjune-kaggle-mcp-19vidv)](https://m8ven.ai/mcp/parkseokjune-kaggle-mcp-19vidv)

commit: 33a5e69310adce3f5d245850a7961d8a5f822c84

code hash: dc8d6bb0eae44117f3178c57c67457369891837ba8fb5e0d7ef3f6c2ad4912ac

verified: 7/30/2026, 7:57:40 PM

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