How do I connect Kaggle to Operator?

You authorize Kaggle once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Kaggle without you signing in again.

Can my agent run Kaggle as part of a larger task?

Yes. It can call Kaggle mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Kaggle without you stitching the calls together yourself.

Do I need to write code or manage Kaggle API keys?

No code and no API keys. You authorize Kaggle through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.

Can my agent use Kaggle together with my other apps?

Yes. The same agent reaches every app you connect, so it can move between Kaggle and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.

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Connect Kaggle to OpenClaw on Operator.io

Kaggle is a platform for data science and machine learning competitions, datasets, and collaborative notebooks. It makes it easy to find data, participate in challenges, and share insights with a global data community.

AI & Machine Learning35 actions

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Automate Kaggle with AI

On Operator, an OpenClaw agent pilots Kaggle for you. It reads your message, plans the steps, and runs them in Kaggle, using actions like download competition data files, submit competition entry, get kaggle config directory.

Your agent reaches Kaggle directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.

What your agent can do with Kaggle

Your agent can call any of these Kaggle actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.

Download competition data files

Downloads all data files for a Kaggle competition as a single zip archive. Returns the local file path where the zip was saved. Note: You must have accepted the competition's rules on Kaggle's website before downloading (403 error if not...

Submit Competition Entry

Submit an entry to a Kaggle competition using a previously uploaded file. Prerequisites: 1. You must have accepted the competition rules on Kaggle's website 2. You must have uploaded your submission file and obtained a blob_file_tokens (...

Get Kaggle Config Directory

Tool to retrieve the directory of the Kaggle API configuration file. Use when you need to locate the directory containing your kaggle.json credentials.

Initialize Kaggle Configuration

Initialize Kaggle API client configuration. This action sets up the necessary configuration file for Kaggle API access by first attempting to use the Kaggle CLI's 'kaggle config init' command. If the CLI is unavailable, it falls back to...

List Kaggle Configuration Keys

Tool to list local Kaggle API configuration keys. Use when you need to see which configuration options are set without revealing values.

Get Kaggle Config Path

Tool to retrieve local Kaggle API configuration file path. Use when you need to know the location of the Kaggle config before operations.

Reset Kaggle Configuration

Tool to reset local Kaggle CLI configuration to defaults. Clears CLI-managed keys ('competition', 'path', 'proxy').

Set Kaggle Configuration

Tool to set a Kaggle CLI configuration parameter. Use when updating local CLI settings such as default download path or proxy. Ensure Kaggle CLI is installed.

Unset Kaggle Configuration

Tool to unset a Kaggle CLI configuration parameter. Use when removing local CLI settings such as default download path or proxy. Ensure Kaggle CLI is installed.

View Kaggle Configuration

View local Kaggle API credentials and configuration settings. This action reads Kaggle configuration from local sources (does NOT make API calls to Kaggle). Configuration is retrieved in the following precedence order: 1. kaggle.json fil...

Dataset Create

Create a new Kaggle dataset with metadata. IMPORTANT: Dataset creation requires at least one data file. Ensure files are uploaded before calling this action. The 'id' field must use your authenticated Kaggle username as the owner. Return...

Kaggle Dataset Init

Tool to initialize a dataset-metadata.json file in a local folder. Use when preparing a dataset folder before uploading to Kaggle.

List Kaggle Dataset Files

Tool to list files in a Kaggle dataset. Use when you need to retrieve paginated file listings by owner and dataset slugs, with optional version and paging controls.

Get Dataset Status

Check the processing status of a Kaggle dataset after creation or version update. This endpoint is used to monitor datasets that are currently being processed by Kaggle's servers. It returns status information for datasets that are activ...

Create Dataset Version

Create a new version of an existing Kaggle dataset. Prerequisites: - You must own the dataset or have edit permissions - Files must be uploaded first to obtain upload tokens (required for the 'files' parameter) Use this when you have upd...

Download competition file

Tool to download a specific data file from a Kaggle competition. Use when you need to retrieve a single file from a competition by specifying the competition slug and filename. Note: You must have accepted the competition's rules on Kagg...

Download competition leaderboard

Tool to download the entire competition leaderboard as a CSV file packaged in a ZIP archive. Use when you need to analyze or review competition standings and scores.

Download Kaggle Dataset

Tool to download all files from a Kaggle dataset as a zip archive. Supports downloading specific versions by providing the dataset_version_number parameter.

Download Kaggle Dataset File

Tool to download a specific file from a Kaggle dataset. Use when you need to retrieve a single file from a dataset by specifying the owner, dataset, and filename.

Generate Competition Submission URL

Tool to generate a pre-signed URL for uploading competition submission files. Use this before uploading your submission file to Kaggle. This action generates a temporary upload URL and token for submitting to a competition. You must prov...

Get Dataset Metadata

Tool to get comprehensive metadata for a Kaggle dataset including title, description, licenses, and tags. Use when you need detailed information about a dataset's structure, schema, or properties.

Get Model Details

Tool to get a Kaggle model's details including metadata and description. Use when you need information about a specific model on Kaggle.

Get Model Instance Details

Tool to get details for a specific Kaggle model instance (variation). Returns metadata including overview, usage instructions, download URL, version information, and license details. Use when you need to inspect or retrieve information a...

Kaggle Kernel Init

Initialize a kernel-metadata.json template file in a specified folder. This file is required before pushing/uploading a kernel to Kaggle. The template includes default values for kernel configuration (language, kernel_type, GPU settings,...

Download kernel output

Tool to download the output of a Kaggle kernel. Use when needing the latest kernel results locally.

Get Kernel Status

Get the execution status of a Kaggle kernel (notebook). Returns current status (running, complete, error), timestamps, and output URL. Use this to monitor kernel execution after pushing/submitting a kernel. Note: You need permission to a...

List competition data files

Tool to list all data files available for a Kaggle competition. Use when you need to retrieve file names, sizes, and metadata for competition datasets before downloading.

List Kaggle Competitions

Tool to list available Kaggle competitions with filters and pagination. Use when you need to discover competitions, search by keywords, or filter by category, group, and sorting options.

List Kaggle Datasets

Tool to list Kaggle datasets with filters and pagination. Use after authenticating with Kaggle API key.

List Kernel Output Files

Tool to list output files for a specific kernel run. Use when you need to retrieve paginated file listings by kernel owner and slug.

List Kaggle Kernels

Tool to list Kaggle kernels (notebooks and scripts) with filters and pagination. Use to discover kernels by search terms, user, language, type, competition, or dataset.

List Model Instance Version Files

Tool to list files for a specific version of a model variation. Use when you need to retrieve files for a particular model framework instance version by owner, model, framework, variation, and version.

List Kaggle Models

Tool to list Kaggle models with optional filters for owner, sorting, search, and pagination. Use to discover available models on Kaggle's platform.

Pull Kernel Code

Tool to pull (download) the source code of a Kaggle kernel to local storage. Use when you need to retrieve a kernel's notebook, script, or metadata files. Optionally include metadata JSON file with kernel configuration details.

View competition leaderboard

Tool to view competition leaderboard information showing rankings and scores of participants. Use when you need to check competition standings, team scores, or analyze leaderboard positions.

How to connect Kaggle

You authorize Kaggle once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Kaggle without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.

When you are ready, the get started guide walks through standing up your OpenClaw agent.

Common questions about Kaggle

How do I connect Kaggle to Operator?: You authorize Kaggle once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Kaggle without you signing in again.
Can my agent run Kaggle as part of a larger task?: Yes. It can call Kaggle mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Kaggle without you stitching the calls together yourself.
Do I need to write code or manage Kaggle API keys?: No code and no API keys. You authorize Kaggle through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
Can my agent use Kaggle together with my other apps?: Yes. The same agent reaches every app you connect, so it can move between Kaggle and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.

More apps to automate

Apps your agent runs alongside Kaggle, or browse all integrations.

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