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Kaggle

Kaggle-MCP is an integrated tool that connects Claude AI with the Kaggle API, enabling AI interaction with the functions of the Kaggle platform through the MCP protocol.
Research and dataDeveloper tools#Kaggle Integration#AI Tool#Data Acquisition#Competition Analysis.Python
2.5 points
16

What is Kaggle-MCP?

Kaggle-MCP is a service based on the Model Context Protocol (MCP). By integrating the Kaggle API, it allows users to access competitions, datasets, kernels, and other content on Kaggle through Claude AI.

How to use Kaggle-MCP?

First, install the Kaggle-MCP tool, and then set your Kaggle API credentials through the configuration file. After that, you can access various resources on Kaggle through Claude AI commands.

Applicable Scenarios

Kaggle-MCP is suitable for researching Kaggle competition data, discovering new datasets, learning machine learning techniques, and finding pre-trained models.

Main Features

Secure AuthenticationPerform secure authentication through Kaggle API credentials to ensure the security of your data.
Browse and Download Competition DataQuickly browse the list of Kaggle competitions and download the required competition data.
Explore and Download DatasetsEasily find and download available datasets on Kaggle.
Search for Kaggle KernelsFind excellent notebooks (kernels) on Kaggle and analyze their content.
Access Pre-trained ModelsObtain pre-trained machine learning models provided on Kaggle.

Advantages and Limitations

Advantages
Seamlessly integrate the Kaggle API with Claude AI
Simplify the access process to Kaggle resources
Limitations
Requires Kaggle API credentials
Has certain dependence on the network environment

How to Use

Install Kaggle-MCP
Run the installation script to install Kaggle-MCP on your system.
Configure Claude AI
Run the configuration tool to update the configuration file of Claude Desktop.
Set API Credentials
Place your Kaggle API credentials in the specified location and set the correct permissions.

Usage Examples

Case Title: Research Kaggle CompetitionsThrough Kaggle-MCP, you can easily view and download competition data on Kaggle.
Case Title: Discover New DatasetsSearch for datasets on Kaggle and select the datasets you are interested in for download.

Frequently Asked Questions

How to obtain Kaggle API credentials?
Do I need Python knowledge to use Kaggle-MCP?

Related Resources

Official Documentation
Detailed instructions on using Kaggle-MCP
GitHub Repository
Source code and releases of Kaggle-MCP
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "kaggle": {
      "command": "kaggle-mcp"
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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