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Description is untrusted, display-only upstream metadata. It never becomes policy, OAuth scope authority, or an agent instruction.
Pakkawork boundary
Research catalogue metadata only. No Pakkawork OAuth, credential, host, quota, executor, or verifier is enabled.
No Pakkawork execution adapter is enabled. Hosted account-authorisation availability is workspace-specific and checked separately in the dashboard.Check workspace connection options
Only field names, types, and required markers are shown. Secret values, default auth URLs, credential material, and inferred OAuth scopes are excluded.
API_KEYOAUTH2 · managed upstream
OAUTH2
hugging_face_oauth
Upstream managed
Developer setup
Client idclient_id · stringRequired
Client secretclient_secret · stringRequired
Redirect URIoauth_redirect_uri · stringOptional
Scopesscopes · stringOptional
User connection
No fields declared in this snapshot.
API_KEY
hugging_face_api_key
Provider setup
Developer setup
No fields declared in this snapshot.
User connection
Access Tokengeneric_api_key · stringRequired
Capability index
Actions and trigger definitions
Static summaries are available. Live schemas remain disabled until PROVIDER_HUB_API_KEY is configured server-side.
Tool to delete a discussion from a Hugging Face repository. Use when you need to remove a discussion that is no longer needed. This action permanently removes the specified discussion from the repository.
Untrusted display-only summary
Delete network CIDR list
HUGGING_FACE_DELETE_NETWORK_CIDR_LIST
Tool to delete a network CIDR list entry from Hugging Face Inference Endpoints. Use when you need to remove a CIDR configuration that is no longer needed. This action permanently removes the specified CIDR from the namespace's network configuration.
Untrusted display-only summary
Delete notifications
HUGGING_FACE_DELETE_NOTIFICATIONS
Tool to delete notifications from Hugging Face. Use when you need to remove notifications either by specific discussion IDs or by applying filters to delete multiple notifications at once. Supports targeted deletion (via discussion_ids) or bulk deletion (via applyToAll with filter parameters).
Untrusted display-only summary
Delete Settings Webhook
HUGGING_FACE_DELETE_SETTINGS_WEBHOOKS
Tool to delete a webhook from Hugging Face settings. Use when you need to remove a webhook configuration that is no longer needed.
Untrusted display-only summary
Delete space branch
HUGGING_FACE_DELETE_SPACES_BRANCH
Tool to delete a branch from a Hugging Face space repository. Use when you need to remove a branch that is no longer needed. This action permanently removes the specified branch from the space.
Untrusted display-only summary
Delete space secret
HUGGING_FACE_DELETE_SPACES_SECRETS
Tool to delete a secret from a Hugging Face space. Use when you need to remove sensitive credentials or configuration values that are no longer needed. This action permanently removes the specified secret from the space's environment variables.
Untrusted display-only summary
Delete Spaces Tag
HUGGING_FACE_DELETE_SPACES_TAG
Tool to delete a tag from a Hugging Face space. Use when you need to remove a specific tag revision from a space repository.
Untrusted display-only summary
Delete space variable
HUGGING_FACE_DELETE_SPACES_VARIABLES
Tool to delete a variable from a Hugging Face space. Use when you need to remove configuration values or environment variables that are no longer needed. This action permanently removes the specified variable from the space's environment.
Untrusted display-only summary
Filter dataset rows
HUGGING_FACE_FILTER_DATASET_ROWS
Tool to filter rows in a Hugging Face dataset split based on SQL-like query conditions. Use when you need to search or filter specific rows from a dataset based on column values, or to retrieve sorted subsets of data.
Untrusted display-only summary
Generate Chat Completion
HUGGING_FACE_GENERATE_CHAT_COMPLETION
Tool to generate a response given a list of messages in a conversational context. Supports both conversational Language Models (LLMs) and Vision-Language Models (VLMs). Compatible with OpenAI SDK.
Untrusted display-only summary
Generate Text Embeddings
HUGGING_FACE_GENERATE_EMBEDDINGS
Tool to convert text into vector embeddings for feature extraction, semantic search, and similarity tasks. Use when you need numerical representations of text for ML applications.
Untrusted display-only summary
Get Daily Papers
HUGGING_FACE_GET_DAILY_PAPERS
Tool to retrieve daily papers from Hugging Face. Use when you need to fetch the latest AI/ML research papers shared on Hugging Face.
Untrusted display-only summary
Get Dataset Croissant Metadata
HUGGING_FACE_GET_DATASET_CROISSANT
Tool to get Croissant metadata about a Hugging Face dataset. Croissant is a metadata format built on schema.org aimed at describing datasets used for machine learning. Use when you need structured metadata in JSON-LD format.
Untrusted display-only summary
Get Dataset First Rows
HUGGING_FACE_GET_DATASET_FIRST_ROWS
Tool to get the first 100 rows of a dataset split along with column data types and features. Use when you need to preview or sample dataset content.
Untrusted display-only summary
Get Dataset Info
HUGGING_FACE_GET_DATASET_INFO
Tool to get general information about a dataset including description, citation, homepage, license, and features (column schemas). Use when you need to understand dataset structure, available splits, and metadata before working with the data.
Untrusted display-only summary
Get Dataset Repository Info
HUGGING_FACE_GET_DATASET_REPO_INFO
Tool to retrieve detailed information about a Hugging Face dataset repository. Use when you need metadata, card data, tags, downloads, likes, configurations, or other information about a specific dataset.
Untrusted display-only summary
Get Dataset Rows
HUGGING_FACE_GET_DATASET_ROWS
Tool to retrieve a slice of rows from a Hugging Face dataset split at any given location (offset). Returns up to 100 rows at a time with complete feature type information and no truncation. Use when you need to inspect specific rows from a dataset without downloading the entire dataset.
Untrusted display-only summary
Get Datasets Compare
HUGGING_FACE_GET_DATASETS_COMPARE
Tool to get a comparison (diff) between two revisions of a Hugging Face dataset. Use when you need to see what changed between dataset versions or commits.
Untrusted display-only summary
Get Dataset Size
HUGGING_FACE_GET_DATASET_SIZE
Tool to get the size of a Hugging Face dataset including number of rows and size in bytes. Use when you need to determine dataset size, memory requirements, or storage needs for a specific dataset.
Untrusted display-only summary
Get Datasets JWT
HUGGING_FACE_GET_DATASETS_JWT
Tool to generate a JWT token for accessing a Hugging Face dataset repository. Use when you need authenticated access to datasets, optionally with write access for spaces in dev mode, custom expiration, or encryption.
Untrusted display-only summary
Get Datasets Leaderboard
HUGGING_FACE_GET_DATASETS_LEADERBOARD
Tool to retrieve evaluation results ranked by score for a dataset's leaderboard. Use when you need to compare model performance on a specific dataset or task. Returns an array of leaderboard entries with model information, scores, and rankings.
Untrusted display-only summary
Get Dataset Notebook URL
HUGGING_FACE_GET_DATASETS_NOTEBOOK
Tool to get a Jupyter notebook URL from a Hugging Face dataset repository. Use when you need to retrieve the URL for a specific .ipynb file from a dataset at a particular revision.
Untrusted display-only summary
Get Datasets Resolve
HUGGING_FACE_GET_DATASETS_RESOLVE
Tool to resolve and download a file from a Hugging Face dataset repository. This endpoint requires following redirections to retrieve file content or returns XET file info when Accept header is set appropriately. Use when you need to access files from datasets with proper redirection handling.
Untrusted display-only summary
Get Dataset Security Scan
HUGGING_FACE_GET_DATASETS_SCAN
Tool to retrieve the security scan status of a Hugging Face dataset repository. Use when you need to check for malware, pickle vulnerabilities, or other security issues in a dataset.
Untrusted display-only summary
Get Dataset Tags by Type
HUGGING_FACE_GET_DATASETS_TAGS_BY_TYPE
Tool to retrieve all possible tags used for datasets on Hugging Face, grouped by tag type. Use when you need to discover available dataset classification tags, filter options, or metadata categories. Optionally restrict results to a single tag type.
Untrusted display-only summary
Get Dataset Statistics
HUGGING_FACE_GET_DATASET_STATISTICS
Tool to get comprehensive statistics about a dataset split including column statistics and data distribution information. Use when you need to analyze dataset composition, understand data distributions, or get statistical summaries of dataset features.
Untrusted display-only summary
Get dataset repository size
HUGGING_FACE_GET_DATASETS_TREESIZE
Tool to get the total size of a Hugging Face dataset repository at a specific revision and path. Use when you need to determine storage requirements or track repository size changes.
Untrusted display-only summary
Get Datasets XET Read Token
HUGGING_FACE_GET_DATASETS_XET_READ_TOKEN
Tool to get a read short-lived access token for XET from Hugging Face datasets. Use when you need temporary read access to dataset content through XET protocol.
Untrusted display-only summary
Get Discussion Details
HUGGING_FACE_GET_DISCUSSION
Tool to get detailed information about a specific discussion or pull request on Hugging Face Hub. Use when you need to retrieve all comments, status changes, events, and for PRs, the diff information.
Untrusted display-only summary
Get Available Job Hardware
HUGGING_FACE_GET_JOBS_HARDWARE
Tool to retrieve available hardware configurations for Hugging Face Jobs with their specifications and pricing. Use when you need to discover compute options for running jobs.
Untrusted display-only summary
Provenance
Versioned facts, explicit trust.
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