Why is the search-first workflow recommended?

Tool schemas and available parameters on Kaggle may change; calling RUBE_SEARCH_TOOLS first ensures Claude uses the exact field names and types required for successful execution.

Do I need Kaggle API keys to use this skill?

No, you can manage connections via the RUBE_MANAGE_CONNECTIONS tool which handles authentication through a secure OAuth-style link provided by Composio.

What is Rube MCP in this context?

Rube MCP is the Model Context Protocol server that acts as a bridge between Claude and the Composio Kaggle toolkit, allowing Claude to execute remote functions.

Can I use this for Kaggle competitions?

Yes, the skill is designed to automate competition-related tasks including making submissions, checking leaderboards, and managing competition data.

How do I find available Kaggle tools within the skill?

Use the RUBE_SEARCH_TOOLS function with a Kaggle-specific query to discover the most up-to-date tool slugs, input schemas, and execution plans.

Kaggle Automation

Name: Kaggle Automation
Author: ComposioHQ

byComposioHQ

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47,561

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Data Science & ML

Streamlines Kaggle workflows by automating competition management, dataset handling, and notebook operations through Rube MCP.

The Kaggle Automation skill enables Claude to interact directly with Kaggle's ecosystem via the Rube MCP (Composio) toolkit. It automates essential tasks such as searching for datasets, managing competition submissions, and executing remote operations without requiring manual API key configuration. By utilizing a dynamic discovery pattern, it ensures compatibility with the latest Kaggle tool schemas and connection statuses, making it an indispensable tool for data scientists and ML engineers looking to integrate AI-driven automation into their Kaggle pipeline.

Key Features

01Seamless connection management for Kaggle authentication without manual key handling

0247,561 GitHub stars

03Real-time status monitoring for active Kaggle toolkit connections

04Remote workbench integration for bulk operations and script execution

05Automated discovery of current Kaggle tool schemas via RUBE_SEARCH_TOOLS

06Multi-tool execution for complex data science and submission workflows

Use Cases

01Automating Kaggle competition submissions and performance tracking

02Managing Kaggle notebooks and environment connections directly through Claude

03Programmatically searching for and downloading specific datasets for analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add composiohq/awesome-claude-skills kaggle-automation

For use in Claude.ai and ChatGPT

Download Skill