Kaggle Tools
Kaggle 是一个面向数据科学和机器学习竞赛的平台，提供数据集、笔记本和协作社区。
让 AI 智能体使用 Kaggle Tools
Aident Loadout 让 Claude Code、Codex、Cursor 和其他受支持的智能体调用 Kaggle Tools。可选择 35 个受支持的操作。 可在 Audit 中审核每次执行。
通过 Aident Vault 连接一次 Kaggle Tools。智能体无需获取底层凭证即可使用受支持的操作。
分类
Integration价格与支付
- 价格
- 在 Loadout 中免费。使用个人连接的账号时，服务提供商可能收费。
- 统一支付
- 暂不支持。需要时请连接服务提供商账号。
包含的操作
- Kaggle Competition Download FilesDownloads 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 accepted).
- Kaggle Competition SubmitSubmit 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 (use Kaggle's file upload API endpoint firs…
- Kaggle Config DirTool to retrieve the directory of the Kaggle API configuration file. Use when you need to locate the directory containing your kaggle.json credentials.
- Kaggle Config InitInitialize 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 creating a kaggle.json file at ~/.kaggle/k…
- Kaggle Config KeysTool to list local Kaggle API configuration keys. Use when you need to see which configuration options are set without revealing values.
- Kaggle Config PathTool to retrieve local Kaggle API configuration file path. Use when you need to know the location of the Kaggle config before operations.
- Kaggle Config ResetTool to reset local Kaggle CLI configuration to defaults. Clears CLI-managed keys ('competition', 'path', 'proxy').
- Kaggle Config SetTool 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.
- Kaggle Config UnsetTool 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.
- Kaggle Config ViewView 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 file (from KAGGLE_CONFIG_DIR env var, ~/.conf…
- Kaggle Dataset CreateCreate 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. Returns the creation status and any message from…
- Kaggle Dataset InitTool to initialize a dataset-metadata.json file in a local folder. Use when preparing a dataset folder before uploading to Kaggle.
- Kaggle Dataset List FilesTool 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.
- Kaggle Dataset StatusCheck 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 actively uploading, processing, or experiencing…
- Kaggle Dataset VersionCreate 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 updated files or metadata and need to publish…
- Kaggle Download Competition FileTool 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 Kaggle's website before downloading.
- Kaggle Download Competition LeaderboardTool 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.
- Kaggle Download DatasetTool to download all files from a Kaggle dataset as a zip archive. Supports downloading specific versions by providing the dataset_version_number parameter.
- Kaggle Download Dataset FileTool 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.
- Kaggle Generate Competition Submission UrlTool 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 provide the competition ID, file size, and las…
- Kaggle Get Dataset MetadataTool 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.
- Kaggle Get ModelTool to get a Kaggle model's details including metadata and description. Use when you need information about a specific model on Kaggle.
- Kaggle Get Model InstanceTool 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 about a specific model variation before dow…
- Kaggle Kernel InitInitialize 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, etc.) that can be customized before pushi…
- Kaggle Kernel OutputTool to download the output of a Kaggle kernel. Use when needing the latest kernel results locally.
- Kaggle Kernels StatusGet 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 access the kernel - typically only your own…
- Kaggle List Competition FilesTool 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.
- Kaggle List CompetitionsTool 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.
- Kaggle List DatasetsTool to list Kaggle datasets with filters and pagination. Use after authenticating with Kaggle API key.
- +6 个操作