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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Kaggle with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Transform Kaggle into your primary data science engine. Deploy autonomous agents to intercept trending datasets, track competition discussions, and engage data

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 10 capabilities

The complete Kaggle capability set.

These are the exact actions your AI can choose when you ask it to work with Kaggle.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Kaggle.

  1. 01

    Create dataset

    Use this to share synthesized or processed data back with the community. Create a new Kaggle dataset

  2. 02

    Push notebook

    Use this to actively engage the community by sharing code or analysis. Push a notebook/script to Kaggle

  3. 03

    Search competitions

    Use this to find communities of highly engaged data scientists. Search Kaggle competitions

  4. 04

    Get competition leaderboard

    Useful for competitor analysis and seeing what the winning score is. Get a competition leaderboard

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Kaggle.

  1. 05

    Get notebook status

    Use this to poll until a notebook finishes running. Get the execution status of a Kaggle notebook

  2. 06

    List dataset files

    Required to understand the data schema before analysis. List files within a Kaggle dataset

  3. 07

    Search datasets

    Use this to find interesting datasets or communities. Search Kaggle datasets

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Kaggle.

  1. 08

    Search models

    Use this to find architectures being deployed and their creators. Search Kaggle models

  2. 09

    Search notebooks

    Useful for finding code examples, data exploration, or winning competition strategies. Search Kaggle notebooks/kernels

  3. 10

    Pull notebook

    Extremely useful to read other developers code and learn their strategy. Pull code from a Kaggle notebook/kernel

Observed, not estimated

739ms average. Fast in production.

Kaggle is checked daily against the live service.

Daily averagePeak 910ms
Aug 20Today
Fastest day
591ms
Slowest day
910ms
14-day trend
Slowing+31%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Kaggle, so you can see the experience inside your AI.

It does not authenticate your account with Kaggle. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Kaggle Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_D9qB4MVerPWx9BW5Z9tgoSaKlq533NU0W3PDjMbm/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Kaggle capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "kaggle-market-intelligence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_D9qB4MVerPWx9BW5Z9tgoSaKlq533NU0W3PDjMbm/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Kaggle owners ask.

  • 01

    How do I find my Kaggle API Token?

    Go to your Kaggle account settings. Scroll down to the API section and click 'Create New API Token'. This will download a kaggle.json file containing your username and key.

  • 02

    Can the agent post replies automatically?

    Yes. Using the engagement capabilities, your agent can write and post Markdown replies directly into community discussions.

  • 03

    How does the dataset scanning work?

    The capability iterates through recent discussions in specific datasets or competitions, filtering for exact keywords like 'alternative', 'error', or 'help'. It's highly efficient for finding interception points.

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