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Catalogue metadata onlyartificial intelligencev20260729_00

HUGGING_FACE

Hugging Face

Build, train and deploy state of the art models powered by the reference open source in machine learning.

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
Attributed source

135

Action summaries

Display-only definitions

0

Trigger types

Not installed instances

2

Auth modes

Field names, never values

No

Execution

No runtime adapter

Authentication map

What setup is declared?

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.

Showing 31–60 of 135 actions

Delete discussion

HUGGING_FACE_DELETE_DISCUSSIONS

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.

The detail snapshot comes from an attributed MIT-licensed repository revision. Safe local icons use exact-match CC0 Simple Icons symbols; unmatched brands use monograms.

Repository
https://github.com/provider-directoryHQ/provider-directory
Commit
85e33f6a81dfe987f6fc3637d48d45052cea8ca5
Generated
2026-09-12
Trust policy
untrusted_display_only

Remote text is plain display metadata only. It must never become an agent prompt, execution policy, OAuth grant, or executable instruction.