shepsci/kaggle-skill — Complete Kaggle integration plugin/skill for AI coding agents — competition reports, dataset/model d…

Description and use

Here's a brief summary of the open-source project:

**Project Summary:** shepsci/kaggle-skill is an open-source plugin that enables seamless integration of AI coding agents with Kaggle, a leading platform for machine learning competitions and data science. This plugin allows AI agents to access competition reports, datasets, models, and notebooks, making it easier for developers to utilize AI assistants in their workflow. By standardizing integrations through the Model Context Protocol (MCP), the project facilitates the connection of AI agents to real tools and data.

**Value Proposition:** The project's value lies in its ability to connect AI assistants to real tools and data, making it easier for developers to leverage AI in their workflow. This is achieved through a standard protocol, making it simple for developers to integrate AI agents with various tools and platforms.

**Practical Adoption Path:** To adopt this project, developers can start by integrating their AI agents with the Kaggle skill using the skills.sh protocol. The project's documentation and GitHub repository provide detailed information on how to evaluate and integrate the plugin with various AI agents.

**Production Readiness:** The project has a high production readiness score, indicating that it is suitable for serious piloting. The recent activity, adoption, and ecosystem signals are strong, and the primary language is

Problem

shepsci/kaggle-skill helps connect AI assistants to real tools and data through a standard protocol.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Complete Kaggle integration plugin/skill for AI coding agents — competition reports, dataset/model downloads, notebook execution, and badge collection. Works with Claude Code, Gemini CLI, Cursor, Codex, OpenClaw, and 35+ agents via skills.sh.

Source