How to integrate Kaggle MCP with ChatGPT

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How to integrate Kaggle MCP with ChatGPT

ChatGPT is one of the most popular AI tools today, with capabilities ranging from deep research and image generation to writing, coding, and everyday productivity.

In this guide, I will explain the easiest and most secure way to connect your Kaggle account to ChatGPT via Composio Connect, so it can summarize unread updates from this morning, create draft replies to urgent messages, fetch contact details for recent senders, and more without ever putting your account credentials at risk.

Also integrate Kaggle with

Why use Composio over default connectors?

  • Apps with read and write access. Default connectors mostly can read your data. Composio's Kaggle integration lets ChatGPT take actions like creating drafts, sending updates, labeling records, and more.
  • 1,000+ SaaS toolkits out of the box. Composio gives you instant access to a vast catalog of pre-built connectors, from Gmail and Slack to Notion, Linear, and Salesforce.
  • One MCP server for every app. Connect any of your applications on demand through a single endpoint, rather than juggling a separate server for each app.
  • Smart, context-aware tool loading. Unlike traditional MCP servers that dump every available tool into the LLM context window, Composio searches for and loads only the tools relevant to the task at hand.
  • Cross-app automation. Chain actions across multiple apps in a single run - fetch a thread, summarize it in Notion, and post highlights to Slack without leaving the conversation.

Prerequisites

  • A ChatGPT account with Plus subscription or higher (Business, Enterprise, Edu, or Pro). We will use ChatGPT Web.
  • Access to the Kaggle workspace you want to connect.
  • Composio MCP.

Note: Composio connects through OAuth. You will be asked to sign in and approve specific permissions. Review the permission screen carefully if you are using a work account.

Step-by-step: Connect Kaggle to ChatGPT

1. Enable Developer Mode

In ChatGPT, go to Settings > Apps > Advanced settings and turn on Developer Mode.

ChatGPT settings showing Developer Mode toggle

2. Add the MCP server

Click Create app, then paste the Composio MCP server URL:

bash
https://connect.composio.dev/mcp
ChatGPT create app flow with Composio MCP URL

3. Authorize in your browser

A browser window will open automatically. Sign in to authorize ChatGPT to access your Composio account.

Composio authorization screen for ChatGPT MCP setup

4. Start using Composio

Composio tools are now available in ChatGPT chats and Deep Research. In every new chat, click the + icon at the bottom, click More, and select Composio to enable tools for that conversation.

What you can do after connecting Kaggle

  • Download data files for the Titanic competition
  • Create a new version of your COVID-19 dataset
  • Check processing status of your uploaded dataset
  • Submit your predictions to the House Prices competition

Security + privacy notes (important)

  • Use least-privilege access: Only grant permissions you actually need.
  • Review OAuth permissions before approving: Make sure requested scopes match what you expect Composio and ChatGPT to do.
  • Keep write actions human-reviewed: For actions like sending messages, creating labels, or editing drafts, keep manual confirmation enabled.
  • Be careful with sensitive data: Avoid using this setup with highly sensitive information unless allowed by your personal, company, or client policies.

Supported Tools & Triggers

Tools
Download competition data filesDownloads all data files for a Kaggle competition as a single zip archive.
Submit Competition EntrySubmit an entry to a Kaggle competition using a previously uploaded file.
Get Kaggle Config DirectoryTool to retrieve the directory of the Kaggle API configuration file.
Initialize Kaggle ConfigurationInitialize Kaggle API client configuration.
List Kaggle Configuration KeysTool to list local Kaggle API configuration keys.
Get Kaggle Config PathTool to retrieve local Kaggle API configuration file path.
Reset Kaggle ConfigurationTool to reset local Kaggle CLI configuration to defaults.
Set Kaggle ConfigurationTool to set a Kaggle CLI configuration parameter.
Unset Kaggle ConfigurationTool to unset a Kaggle CLI configuration parameter.
View Kaggle ConfigurationView local Kaggle API credentials and configuration settings.
Dataset CreateCreate a new Kaggle dataset with metadata.
Kaggle Dataset InitTool to initialize a dataset-metadata.
List Kaggle Dataset FilesTool to list files in a Kaggle dataset.
Get Dataset StatusCheck the processing status of a Kaggle dataset after creation or version update.
Create Dataset VersionCreate a new version of an existing Kaggle dataset.
Download competition fileTool to download a specific data file from a Kaggle competition.
Download competition leaderboardTool to download the entire competition leaderboard as a CSV file packaged in a ZIP archive.
Download Kaggle DatasetTool to download all files from a Kaggle dataset as a zip archive.
Download Kaggle Dataset FileTool to download a specific file from a Kaggle dataset.
Generate Competition Submission URLTool to generate a pre-signed URL for uploading competition submission files.
Get Dataset MetadataTool to get comprehensive metadata for a Kaggle dataset including title, description, licenses, and tags.
Get Model DetailsTool to get a Kaggle model's details including metadata and description.
Get Model Instance DetailsTool to get details for a specific Kaggle model instance (variation).
Kaggle Kernel InitInitialize a kernel-metadata.
Download kernel outputTool to download the output of a Kaggle kernel.
Get Kernel StatusGet the execution status of a Kaggle kernel (notebook).
List competition data filesTool to list all data files available for a Kaggle competition.
List Kaggle CompetitionsTool to list available Kaggle competitions with filters and pagination.
List Kaggle DatasetsTool to list Kaggle datasets with filters and pagination.
List Kernel Output FilesTool to list output files for a specific kernel run.
List Kaggle KernelsTool to list Kaggle kernels (notebooks and scripts) with filters and pagination.
List Model Instance Version FilesTool to list files for a specific version of a model variation.
List Kaggle ModelsTool to list Kaggle models with optional filters for owner, sorting, search, and pagination.
Pull Kernel CodeTool to pull (download) the source code of a Kaggle kernel to local storage.
View competition leaderboardTool to view competition leaderboard information showing rankings and scores of participants.

How to build Kaggle MCP Agent with another framework

FAQ

What are the differences in Tool Router MCP and Kaggle MCP?

With a standalone Kaggle MCP server, the agents and LLMs can only access a fixed set of Kaggle tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Kaggle and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with ChatGPT?

Yes, you can. ChatGPT fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Kaggle tools.

Can I manage the permissions and scopes for Kaggle while using Tool Router?

Yes, absolutely. You can configure which Kaggle scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Kaggle data and credentials are handled as safely as possible.

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Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

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