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
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 retrieve detailed information about a Hugging Face model repository. Use when you need comprehensive metadata including downloads, likes, tags, configuration, files, and more.
Untrusted display-only summary
Get Models Compare
HUGGING_FACE_GET_MODELS_COMPARE
Tool to compare two revisions of a Hugging Face model repository. Returns a git diff showing file changes between commits. Use when you need to see what changed between model versions.
Untrusted display-only summary
Get Models JWT
HUGGING_FACE_GET_MODELS_JWT
Tool to generate a JWT token for accessing a Hugging Face model repository. Use when you need authenticated access to models, with optional write access for spaces in dev mode, custom expiration, and encryption support.
Untrusted display-only summary
Get Models Notebook
HUGGING_FACE_GET_MODELS_NOTEBOOK
Tool to retrieve a Jupyter notebook URL from a Hugging Face model repository. Use when you need to access or display a notebook file stored in a model repository.
Untrusted display-only summary
Get Model Security Scan Status
HUGGING_FACE_GET_MODELS_SCAN
Tool to retrieve the security scan status of a Hugging Face model repository. Use when you need to check if a model has been scanned for security issues and view any detected problems.
Untrusted display-only summary
Get model repository size
HUGGING_FACE_GET_MODELS_TREESIZE
Tool to get the total size of a Hugging Face model 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 Model XET Read Token
HUGGING_FACE_GET_MODELS_XET_READ_TOKEN
Tool to retrieve a short-lived XET read access token for a Hugging Face model repository. Use when you need to access XET (eXtensible Tensor) data for a specific model revision.
Untrusted display-only summary
Get Model Tags By Type
HUGGING_FACE_GET_MODEL_TAGS_BY_TYPE
Tool to retrieve all possible tags used for Hugging Face models, grouped by tag type. Use when you need to discover available model tags for filtering or categorization. Optionally restrict results to a specific tag type.
Untrusted display-only summary
Get Organization Avatar
HUGGING_FACE_GET_ORGANIZATIONS_AVATAR
Tool to retrieve the avatar URL for a Hugging Face organization. Use when you need to get the avatar image URL for a specific organization.
Untrusted display-only summary
Get Organization Members
HUGGING_FACE_GET_ORGANIZATIONS_MEMBERS
Tool to retrieve a list of members for a Hugging Face organization. Use when you need to discover who belongs to an organization, with optional filtering by search terms, email, and pagination support.
Untrusted display-only summary
Get Organization Social Handles
HUGGING_FACE_GET_ORGANIZATIONS_SOCIALS
Tool to retrieve an organization's social media handles from Hugging Face. Use when you need to find an organization's GitHub, LinkedIn, or Twitter/X profiles. Only returns handles that the organization has publicly shared on their Hugging Face profile.
Untrusted display-only summary
Get Resolve
HUGGING_FACE_GET_RESOLVE
Tool to resolve a file in a Hugging Face repository. Use when you need to access files from model, dataset, or space repositories. This endpoint follows redirections (302, 307) to retrieve the actual file. When Accept header is set to 'application/vnd.xet-fileinfo+json', returns JSON file metadata instead of redirecti…
Untrusted display-only summary
Get Resolve Cache Datasets
HUGGING_FACE_GET_RESOLVE_CACHE_DATASETS
Tool to resolve a file from cache in a Hugging Face dataset repository. This endpoint follows redirections (302, 307) to retrieve file content or returns XET file info when Accept header is set appropriately. Use when you need to access cached files from datasets with proper redirection handling.
Untrusted display-only summary
Get Resolve Cache Models
HUGGING_FACE_GET_RESOLVE_CACHE_MODELS
Tool to resolve and retrieve files from the Hugging Face model cache. Use when you need to access model configuration files, tokenizer files, or other JSON metadata files from a specific model repository. This endpoint returns the actual file content as JSON for JSON files (e.g., config.json, tokenizer.json, tokenizer…
Untrusted display-only summary
Get Resolve Cache Spaces
HUGGING_FACE_GET_RESOLVE_CACHE_SPACES
Tool to resolve and retrieve a file from Hugging Face Spaces cache. Use when you need to download a file from a Space repository or get XET file information. This endpoint follows redirections (HTTP 302/307) to resolve the final file location.
Untrusted display-only summary
Get Jobs Usage
HUGGING_FACE_GET_SETTINGS_BILLING_USAGE_JOBS
Tool to retrieve Jobs usage and billing information for the current subscription period from Hugging Face. Use when you need to check compute usage, costs, or job execution details for the authenticated user or organization.
Untrusted display-only summary
Get Live Billing Usage
HUGGING_FACE_GET_SETTINGS_BILLING_USAGE_LIVE
Tool to retrieve live billing usage stream from Hugging Face. Use when you need real-time updates on storage, inference, Zero GPU usage, and rate limits.
Untrusted display-only summary
Get Billing Usage V2
HUGGING_FACE_GET_SETTINGS_BILLING_USAGE_V2
Tool to retrieve user billing usage for a custom date range from Hugging Face. Use when you need to check usage statistics or resource consumption between specific dates using Unix timestamps.
Untrusted display-only summary
Get MCP Settings
HUGGING_FACE_GET_SETTINGS_MCP
Tool to retrieve MCP (Model Context Protocol) tools configuration for the authenticated user. Use when you need to discover available built-in tools and space-based tools configured in the user's Hugging Face settings.
Untrusted display-only summary
Get Settings Webhook
HUGGING_FACE_GET_SETTINGS_WEBHOOKS
Tool to retrieve a specific webhook configuration from Hugging Face settings. Use when you need to inspect webhook details, verify webhook status, or check webhook configuration for a given webhook ID.
Untrusted display-only summary
Get Space Info
HUGGING_FACE_GET_SPACE_INFO
Tool to retrieve detailed information about a Hugging Face Space repository. Use when you need metadata, SDK type, hardware configuration, runtime status, or other information about a specific Space.
Untrusted display-only summary
Get Spaces Compare
HUGGING_FACE_GET_SPACES_COMPARE
Tool to compare two revisions of a Hugging Face Space repository. Returns a git diff showing file changes between commits. Use when you need to see what changed between Space versions.
Untrusted display-only summary
Get Spaces Events
HUGGING_FACE_GET_SPACES_EVENTS
Tool to stream status updates for a Hugging Face Space using SSE protocol. Use when you need to monitor Space build stages, runtime status, or receive real-time updates about Space state changes.
Untrusted display-only summary
Get Spaces JWT
HUGGING_FACE_GET_SPACES_JWT
Tool to generate a JWT token for accessing a Hugging Face space repository. Use when you need authenticated access to spaces, with optional write access for spaces in dev mode, custom expiration, and encryption support.
Untrusted display-only summary
Get Space Metrics
HUGGING_FACE_GET_SPACES_METRICS
Tool to get live metrics for a specific Space in a streaming fashion, with SSE protocol, such as current Zero-GPU usage. Use when you need real-time monitoring of Space resource utilization.
Untrusted display-only summary
Get Spaces Notebook
HUGGING_FACE_GET_SPACES_NOTEBOOK
Tool to retrieve a Jupyter notebook URL from a Hugging Face space repository. Use when you need to access or display a notebook file stored in a space.
Untrusted display-only summary
Get Spaces Resolve
HUGGING_FACE_GET_SPACES_RESOLVE
Tool to resolve and retrieve a file from a Hugging Face Space repository. Use when you need to download a file from a Space or get XET file information. This endpoint follows redirections (HTTP 302/307) to resolve the final file location.
Untrusted display-only summary
Get Space Security Scan Status
HUGGING_FACE_GET_SPACES_SCAN
Tool to retrieve the security scan status of a Hugging Face space repository. Use when you need to check for malware, pickle vulnerabilities, or other security issues in a space.
Untrusted display-only summary
Get space repository size
HUGGING_FACE_GET_SPACES_TREESIZE
Tool to get the total size of a Hugging Face space 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 Space XET Read Token
HUGGING_FACE_GET_SPACES_XET_READ_TOKEN
Tool to retrieve a short-lived XET read access token for a Hugging Face Space repository. Use when you need to access XET (eXtensible Tensor) data for a specific Space revision.
Untrusted display-only summary
Provenance
Versioned facts, explicit trust.
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