kaggle

name

kaggle

description

Kaggle is an AI platform that enables builders, researchers, and labs to evaluate agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons, helping users discover what works in AI and compare performance across approaches. Read and write Kaggle data through One: models, datasets, competitions, kernels, modelinstanceversions, competitiondatafiles and more, 39 actions with real parameter documentation. Use whenever the user asks to look something up in Kaggle, create or update a record there, or build code against the Kaggle API.

Kaggle through One

Kaggle is an AI platform that enables builders, researchers, and labs to evaluate agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons, helping users discover what works in AI and compare performance across approaches.

One exposes Kaggle through four MCP tools. The table below carries real action ids from One's knowledge base, so for a common operation you can skip search and go straight to reading the action's parameters.

How to run an action

1. Find the action in the table below, or call search_one_platform_actions with platform kaggle if it is not listed.
2. Call get_one_action_knowledge with the action id. Do this every time, including for actions in this table. The table gives you the id, not the parameters.
3. Call execute_one_action with parameters copied from that knowledge.

Never guess a parameter name, a body field, or an enum value. The knowledge has the real schema, and a guessed field is either a 400 or a silent write of the wrong thing.

Before you start

Call list_one_integrations once and confirm Kaggle is connected. If it is missing, the user has not connected it: say so and point them at https://app.withone.ai rather than reaching for raw HTTP.

Each connection carries an access field. If it reports {"policy": "methods", "methods": ["GET"]} the agent is read-only here, so plan a read-only answer instead of attempting a write that will be refused.

Before a write

Creates, updates, deletes and sends land on a real Kaggle account and cannot be recalled. State the action and the specific target in one line before the first write in a task, and let the user stop you. Reads need no confirmation.

Actions

Models

Action	Method	Path	Action id
Get a Model	GET	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/get	conn_mod_def::GMKVWkD9r8E::In4uBaVFRRGmlfu0oC4uoA
Get a Model Instance	GET	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/{{framework}}/{{instanceSlug}}/get	conn_mod_def::GMKVXzMH1wQ::osPRJfRuR2uTSPQCHAcknw
List Models	GET	/api/v1/models/list	conn_mod_def::GMKVYTqUJ9w::LWfeiudUTIC_KDahzggA4g
Create a Version for a Model Instance	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/{{framework}}/{{instanceSlug}}/create/version	conn_mod_def::GMKVWBxNFT4::ZqKovZtkSQmvJDdu6-LF0g
Create an Instance for a Model	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/create/instance	conn_mod_def::GMKVUyUCCWM::B8bycQdAQZOJUGOh0dOcTQ
Create New Model	POST	/api/v1/models/create/new	conn_mod_def::GMKVUyr7hps::av2tHY46QtqILCnXYxZSOg
Delete a Model	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/delete	conn_mod_def::GMKVVidnjtw::hxdvFObWQSqu4aBxCYAh8A
Delete a Model Instance	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/{{framework}}/{{instanceSlug}}/delete	conn_mod_def::GMKVVj76_sI::cwDvvA3PQjyIgQKhLXzfaQ
Update a Model	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/update	conn_mod_def::GMKVaDSULM8::zZmGXTukSfaNYI2hpadsVQ
Update a Model Instance	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/{{framework}}/{{instanceSlug}}/update	conn_mod_def::GMKVaV97io4::ol9O4qzeTLWYIzm1lRle4Q

Datasets

Action	Method	Path	Action id
Download a Dataset File	GET	/api/v1/datasets/download/{{ownerSlug}}/{{datasetSlug}}/{{fileName}}	conn_mod_def::GMKVWM_f_mE::D03gk_BgQNqMu-V9pJVbfg
Download a Dataset File	GET	/api/v1/datasets/download/{{ownerSlug}}/{{datasetSlug}}	conn_mod_def::GMKVWOIp8c8::X_g-Xu6mT6CPUKmKtnnYkQ
Get Dataset Creation Status	GET	/api/v1/datasets/status/{{ownerSlug}}/{{datasetSlug}}	conn_mod_def::GMKVX9ZFWHE::QLVc9NobTKaPx6CTJyrJxg
Get Metadata for a Dataset	GET	/api/v1/datasets/metadata/{{ownerSlug}}/{{datasetSlug}}	conn_mod_def::GMKVYFQthVA::Co_cch59SmCojN27muffsA
List Datasets	GET	/api/v1/datasets/list	conn_mod_def::GMKVYaeUcPA::U5ZXxz-RR2ue4nUOb6PbKw
List Files for a Dataset	GET	/api/v1/datasets/list/{{ownerSlug}}/{{datasetSlug}}	conn_mod_def::GMKVYTko3Q4::25qJWcSERwWmaj-CkgCQuA
Create a Dataset Version by ID	POST	/api/v1/datasets/create/version/{{id}}	conn_mod_def::GMKVU1kXS78::M2skCLsRTEOwgCWcrKmOKQ
Create a New Dataset	POST	/api/v1/datasets/create/new	conn_mod_def::GMKVU3R_dh0::XJ4z9QOqR26ls_tXGUkZfg
Create a New Dataset Version Using Datasets	POST	/api/v1/datasets/create/version/{{ownerSlug}}/{{datasetSlug}}	conn_mod_def::GMKVVYg5RAM::GHTwuMemQGSeAQPTaGX0Sw
Update Metadata for a Dataset	POST	/api/v1/datasets/metadata/{{ownerSlug}}/{{datasetSlug}}	conn_mod_def::GMKVaVE8w6Y::VLZfme86Qo6jeC1E-LK-9A

Competitions

Action	Method	Path	Action id
Download a Competition Leaderboard	GET	/api/v1/competitions/{{id}}/leaderboard/download	conn_mod_def::GMKVWVZhKSQ::apXGtZMTT8am_IiXETMatg
Download All Competition Data Files	GET	/api/v1/competitions/data/download-all/{{id}}	conn_mod_def::GMKVWI27wwE::L3sub8TDQg29kYQ9iA3MOQ
List Competitions	GET	/api/v1/competitions/list	conn_mod_def::GMKVZ7Tiauo::J0po5dK1TCimErvgn-XLkQ
View a Competition Leaderboard	GET	/api/v1/competitions/{{id}}/leaderboard/view	conn_mod_def::GMKVaUwdM94::nuFDkDPkSImr01XQ0AVVhw
Generate Competition Submission URL	POST	/api/v1/competitions/{{id}}/submissions/url/{{contentLength}}/{{lastModifiedDateUtc}}	conn_mod_def::GMKVWeWTKQE::K7EFwip6RtyvCkirE5bG_Q
Submit to Competition	POST	/api/v1/competitions/submissions/submit/{{id}}	conn_mod_def::GMKVaB54mDw::I1iZBx8NQ5KJheWh2IHdaQ

Kernels

Action	Method	Path	Action id
Download the Latest Output from a Kernel	GET	/api/v1/kernels/output	conn_mod_def::GMKVWudckhM::lL2hlWEfQt-3Td5ZDfWJfw
List Kernels	GET	/api/v1/kernels/list	conn_mod_def::GMKVYOg7Pbg::MiP89WrqQhmiDKgEaykRMA
Pull the Latest Code from a Kernel	GET	/api/v1/kernels/pull	conn_mod_def::GMKVZ9Wyb4U::6NQDM4h-THug2uWGd38QBw
Push a Kernel Version	POST	/api/v1/kernels/push	conn_mod_def::GMKVaIWk5to::R58KSms_Reas_W44mkN3sQ

ModelInstanceVersions

Action	Method	Path	Action id
Download Model Instance Version Files	GET	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/{{framework}}/{{instanceSlug}}/{{versionNumber}}/download	conn_mod_def::GMKVWf-SDr8::PC_m7txtQVOg9fT5_n0SAA
Delete a Model Instance Version	POST	/api/v1/models/{{ownerSlug}}/{{modelSlug}}/{{framework}}/{{instanceSlug}}/{{versionNumber}}/delete	conn_mod_def::GMKVVojKSUs::L1uEputYQumPiEcA0HJhmA

CompetitionDataFiles

Action	Method	Path	Action id
Download a Competition Data File	GET	/api/v1/competitions/data/download/{{id}}/{{fileName}}	conn_mod_def::GMKVWSlQrIs::AEcmsAN3Q06cRN3tcIkINA
List Competition Data Files	GET	/api/v1/competitions/data/list/{{id}}	conn_mod_def::GMKVX-vwYmg::0dwVEjNmTcyGjiwzlqyD_g

CompetitionSubmissions

Action	Method	Path	Action id
List Competition Submissions	GET	/api/v1/competitions/submissions/list/{{id}}	conn_mod_def::GMKVX_-7BpE::H9FtyeMDSe2cLNrcnfEuRg
Upload a Competition Submission File	POST	/api/v1/competitions/submissions/upload/{{guid}}/{{contentLength}}/{{lastModifiedDateUtc}}	conn_mod_def::GMKVab3NUN8::OnKzydYbQTKmWOTe1qvOGg

InboxFiles

Action	Method	Path	Action id
Create an Inbox File	POST	/api/v1/inbox/files/create	conn_mod_def::GMKVVmjpgTU::-yxyTwd_TKmtrja6CuKzLA

KernelStatus

Action	Method	Path	Action id
Get the Status of the Latest Kernel Version	GET	/api/v1/kernels/status	conn_mod_def::GMKVYKeqRLI::ZfYO3GjhSxawAzi-9WoNKw

Blobs

Action	Method	Path	Action id
Upload a File	POST	/api/v1/blobs/upload	conn_mod_def::GMKVZ_pYxJM::iXD77mtxQNOyMgmoec0TwQ

When a call fails

The error comes from Kaggle, not from One. A 400 or 422 means your parameters do not match the schema, so re-read the knowledge and fix the field. A 401 or 403 means the connection needs re-authorizing, which no retry will fix. A 404 means the id is not on this account. A 429 means slow down. Never retry a write more than once: the first attempt may have landed.

Full catalog: https://www.withone.ai/knowledge/kaggle

Integration knowledge by One (withone.ai), licensed under One-Knowledge-1.0. Attribution must be preserved in derivative works.