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Hugging Face for AI agents

Agents read Hugging Face at once. Changes and sends are held for a person's approval by default.

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About Hugging Face

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

What an agent can do in Hugging Face

Every Hugging Face action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.

Runs at once (reads)

Looks things up in Hugging Face without asking first. 83 actions.

  • Filter dataset rowsTool 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
  • Generate Text EmbeddingsTool 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.
  • Get Daily PapersTool to retrieve daily papers from Hugging Face. Use when you need to fetch the latest AI/ML research papers shared on Hugging Face.
  • Get Dataset First RowsTool 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.
  • Get Dataset InfoTool 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,
  • Get Dataset RowsTool 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 y
  • Get Discussion DetailsTool 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.
  • Get Model InformationTool to retrieve detailed information about a Hugging Face model repository. Use when you need comprehensive metadata including downloads, likes, tags, configuration, files, and more.
  • Get ResolveTool 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
  • Get Space InfoTool 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.
  • Get Trending RepositoriesTool to retrieve trending repositories from Hugging Face. Use when you need to discover popular models, datasets, or spaces that are currently trending on the platform.
  • Get Authenticated User InfoTool to get information about the authenticated Hugging Face user including username, email, organizations, and token details. Use when you need to identify the current user from an access token or re
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  • List CollectionsTool to list collections on the Hugging Face Hub. Use when you need to discover collections of models, datasets, spaces, or papers. Collections are curated groups of repositories organized by users.
  • List DatasetsTool to list datasets on the Hugging Face Hub. Use when you need to discover or search for datasets. Supports filtering by author, search query, tags, and sorting by various properties.
  • List Dataset CommitsTool to list commits from a Hugging Face dataset repository. Use when you need to retrieve the commit history for a specific dataset branch or revision.
  • List DiscussionsTool to list discussions for a Hugging Face repository. Use when you need to retrieve discussions or pull requests for a specific model, dataset, or space.
  • List Model CommitsTool to list commits from a Hugging Face model repository. Use when you need to retrieve the commit history for a specific model branch or revision.
  • List repository filesTool to get the file tree of a Hugging Face repository with pagination support. Use when you need to browse files and folders in any repository type (model, dataset, or space), explore repository stru
  • List Spaces on Hugging Face HubTool to list Spaces on the Hugging Face Hub with filtering options. Use when you need to discover or search for ML demo applications hosted on Hugging Face.
  • List Space CommitsTool to list commits from a Hugging Face Space repository. Use when you need to retrieve the commit history for a specific Space branch or revision.
  • Search datasetTool to search text in a dataset split on Hugging Face. Searches in columns of type string, even if values are nested in a dictionary. Use when you need to find specific text or patterns within a data
  • Search DocumentationTool to search Hugging Face documentation across all products and libraries. Use when you need to find information about HF tools, models, datasets, or API usage.
  • Search PapersTool to perform hybrid semantic/full-text search on papers in Hugging Face. Use when you need to find research papers by keywords, topics, or authors.
  • Check Dataset ValidityTool to check whether a specific dataset is valid on Hugging Face Hub. Use when you need to determine what features (preview, viewer, search, filter, statistics) are available for a dataset.
  • Check Models Upload MethodTool to check if files should be uploaded through the Large File mechanism or directly. Use when preparing to upload files to a Hugging Face model repository to determine the appropriate upload method
  • Check Spaces Upload MethodTool to check if files should be uploaded through the Large File mechanism or directly to Hugging Face Spaces. Use when preparing to upload files to a Hugging Face Space repository to determine the ap
  • Check Dataset File Upload MethodTool to check if files should be uploaded via Large File Storage (LFS) or directly to a Hugging Face dataset repository. Use before uploading files to determine the correct upload method for each file
  • Get Dataset Croissant MetadataTool 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 met
  • Get Dataset Repository InfoTool 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 data
  • Get Datasets CompareTool 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.
  • Get Dataset SizeTool 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.
  • Get Datasets JWTTool 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
  • Get Datasets LeaderboardTool 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 w
  • Get Dataset Notebook URLTool 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.
  • Get Dataset Security ScanTool 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.
  • Get Dataset Tags by TypeTool 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.
  • Get Dataset StatisticsTool 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 distribution
  • Get dataset repository sizeTool 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.
  • Get Datasets XET Read TokenTool 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.
  • Get Available Job HardwareTool 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.
  • Get Models CompareTool 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.
  • Get Models NotebookTool 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.
  • Get Model Security Scan StatusTool 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.
  • Get model repository sizeTool 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.
  • Get Model XET Read TokenTool 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.
  • Get Model Tags By TypeTool 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
  • Get Organization AvatarTool to retrieve the avatar URL for a Hugging Face organization. Use when you need to get the avatar image URL for a specific organization.
  • Get Organization MembersTool 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
  • Get Organization Social HandlesTool 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 organizati
  • Get Resolve Cache ModelsTool 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 reposit
  • Get Resolve Cache SpacesTool 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 3
  • Get Jobs UsageTool 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 authenticat
  • Get Live Billing UsageTool 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.
  • Get Billing Usage V2Tool 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.
  • Get MCP SettingsTool 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 Hugg
  • Get Settings WebhookTool 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
  • Get Spaces CompareTool 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.
  • Get Spaces EventsTool 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.
  • Get Space MetricsTool 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.
  • Get Spaces NotebookTool 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.
  • Get Spaces ResolveTool 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 302/30
  • Get Space Security Scan StatusTool 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.
  • Get space repository sizeTool 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.
  • Get Space XET Read TokenTool 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.
  • Get User AvatarTool to retrieve the avatar URL for a Hugging Face user. Use when you need to get the avatar image URL for a specific user.
  • Get User OverviewTool to retrieve a comprehensive overview of a Hugging Face user's profile. Use when you need to get user statistics, organizations, activity counts, and profile information.
  • Get User Social HandlesTool to retrieve a user's social media handles from Hugging Face. Use when you need to find a user's GitHub, LinkedIn, Twitter/X, or Bluesky profiles. Only returns handles that the user has publicly s
  • List Dataset Parquet FilesTool to get the list of Parquet files for a dataset. Use when you need to download or access dataset files in Parquet format. Returns URLs to download Parquet files with metadata about splits, configu
  • List Dataset Paths InfoTool to list detailed information about specific paths in a Hugging Face dataset repository. Use when you need to get metadata about files or directories in a dataset, including size, type, commit his
  • List Dataset SplitsTool to get the list of subsets and splits of a dataset. Returns the available configurations and splits for a given dataset on the Hub. Use when you need to understand the structure of a dataset befo
  • List Dataset ReferencesTool to list all references (branches, tags, converts, pull requests) in a Hugging Face dataset repository. Use when you need to retrieve available references for a specific dataset.
  • List Dataset Access RequestsTool to list access requests for a gated Hugging Face dataset repository. Use when you need to view pending, accepted, or rejected access requests for datasets with restricted access.
  • List Available DocumentationTool to retrieve the list of available documentation from Hugging Face. Use when you need to discover available documentation resources.
  • List Inference EndpointsTool to list Hugging Face Inference Endpoints for a specific user or organization. Use when you need to retrieve endpoints, optionally filtered by tags or name.
  • List Model Paths InfoTool to list detailed information about specific paths in a Hugging Face model repository. Use when you need to get metadata about files or directories in a model, including size, type, commit history
  • List Model ReferencesTool to list all references (branches, tags, converts, and optionally pull requests) in a Hugging Face model repository. Use when you need to retrieve version control information for a specific model.
  • List NotificationsTool to list notifications for the authenticated Hugging Face user. Use when you need to retrieve user notifications, optionally filtered by read status, repository type, author, or other criteria.
  • List WebhooksTool to list all webhooks configured in Hugging Face settings. Use when you need to retrieve webhook configurations for the authenticated user's account.
  • List Available Space HardwareTool to retrieve available hardware configurations for Hugging Face Spaces with their specifications and pricing. Use when you need to discover compute options for running spaces.
  • List Space LFS FilesTool to list LFS (Large File Storage) files from a Hugging Face Space repository. Use when you need to retrieve large files stored in a Space using Git LFS.
  • List Space Paths InfoTool to list detailed information about specific paths in a Hugging Face space repository. Use when you need to get metadata about files or directories in a space, including size, type, commit history
  • List Space ReferencesTool to list all references (branches, tags, converts, pull requests) in a Hugging Face space repository. Use when you need to retrieve available references for a specific space.
  • List Cloud Provider VendorsTool to list available cloud provider vendors for Hugging Face Inference Endpoints. Use when you need to discover available infrastructure options across AWS, Azure, and GCP. Returns vendors with thei

Held for approval by default (changes and sends)

Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 49 actions.

  • Change Discussion StatusTool to change the status of a Hugging Face repository discussion. Use when you need to open or close discussions on models, datasets, or spaces.
  • Create Datasets BranchTool to create a new branch in a Hugging Face dataset repository. Use when you need to create a branch for versioning or experimentation with dataset changes.
  • Create Datasets CommitTool to create a commit in a Hugging Face dataset repository. Use when you need to add, update, or delete files in a dataset. Supports both regular files and Large File Storage (LFS) for large binary
  • Create DiscussionTool to create a new discussion on a Hugging Face repository (model, dataset, or Space). Use when you need to start a conversation, report an issue, or create a pull request discussion.
  • Create Discussion CommentTool to create a new comment on a Hugging Face repository discussion. Use when you need to add comments or replies to discussions on models, datasets, or spaces.
  • Create models branchTool to create a new branch in a Hugging Face model repository. Use when you need to create a branch for experimenting with model changes, versioning, or creating isolated development environments.
  • Create Models CommitTool to create a commit to a Hugging Face model repository. Use when you need to add, update, or delete files in a model repository. Supports both standard JSON and JSON-lines (NDJSON) formats. JSON-l
  • Create RepositoryTool to create a new repository (model, dataset, or Space) on Hugging Face Hub. Use when you need to initialize a new repository for uploading models, datasets, or deploying Spaces applications.
  • Create spaces branchTool to create a new branch in a Hugging Face space repository. Use when you need to create a branch for experimenting with space changes, versioning, or creating isolated development environments.
  • Create Spaces CommitTool to create a commit in a Hugging Face Space repository. Use when you need to add, update, or delete files in a Space. Supports both JSON and NDJSON (recommended) payload formats for commits.
  • Handle Dataset User Access RequestTool to handle a user's access request to a gated Hugging Face dataset. Use this to accept, reject, or update the status of access requests for repositories with gated access. Either 'user' or 'userId
  • Update Dataset SettingsTool to update settings for a Hugging Face dataset repository. Use when you need to configure visibility, discussions, gating, or access control for a dataset.
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  • Update Model Repository SettingsTool to update settings for a Hugging Face model repository. Use when you need to modify repository configuration such as privacy, discussions, or gated access settings.
  • Update Spaces Repository SettingsTool to update settings for a Hugging Face Spaces repository. Use when you need to modify repository configuration such as privacy, discussions, or gated access settings.
  • Claim Paper AuthorshipTool to claim authorship of a paper on Hugging Face. Use when you need to associate yourself or another user with an ArXiv paper.
  • Request Repository AccessTool to request access to a gated repository on Hugging Face Hub. Use when you need to submit an access request for models, datasets, or Spaces that require approval. The fields required vary by repos
  • Create CollectionTool to create a new collection on Hugging Face. Use when you need to organize and curate models, datasets, spaces, papers, or other collections into a named collection.
  • Create Datasets TagTool to create a tag on a Hugging Face dataset repository. Use when you need to mark a specific revision with a named tag.
  • Pin discussionTool to pin or unpin a discussion on a Hugging Face repository (model, dataset, or Space). Use when you need to highlight important discussions by pinning them to the top of the list, or unpin them wh
  • Create Models TagTool to create a tag on a Hugging Face model repository. Use when you need to mark a specific revision with a named tag.
  • Create Paper CommentTool to create a new comment on a Hugging Face paper. Use when you need to add comments or feedback to research papers on Hugging Face.
  • Create Papers Comment ReplyTool to create a reply to a comment on a Hugging Face paper. Use when you need to respond to an existing comment on a paper discussion.
  • Create Papers IndexTool to index a paper from arXiv by its ID on Hugging Face. Use when you need to make a paper searchable and accessible on the platform. Note: If the paper is already indexed, only its authors can re-
  • Create or update Space secretTool to create or update a secret in a Hugging Face Space. Use when you need to add or update environment variables or sensitive configuration values for a Space. This action upserts the secret, meani
  • Create Spaces TagTool to create a tag on a Hugging Face space repository. Use when you need to mark a specific revision with a named tag.
  • Create or update Space variableTool to create or update a variable in a Hugging Face Space. Use when you need to add or update environment variables or configuration values for a Space. This action upserts the variable, meaning it
  • Create SQL Console EmbedTool to create a SQL Console embed for querying datasets on Hugging Face. Use when you need to create a shareable SQL query interface for exploring dataset splits. The embed allows users to execute SQ
  • Create WebhookTool to create a webhook on Hugging Face that triggers on repository or discussion events. Use when you need to receive notifications for changes to specific models, datasets, or spaces.
  • Delete dataset branchTool to delete a branch from a Hugging Face dataset repository. Use when you need to remove a branch that is no longer needed. This action permanently removes the specified branch from the dataset.
  • Delete Dataset TagTool to delete a tag from a Hugging Face dataset. Use when you need to remove a specific tag revision from a dataset repository.
  • Delete discussionTool 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 reposit
  • Delete network CIDR listTool 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
  • Delete notificationsTool 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 ta
  • Delete Settings WebhookTool to delete a webhook from Hugging Face settings. Use when you need to remove a webhook configuration that is no longer needed.
  • Delete space branchTool 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.
  • Delete space secretTool 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 se
  • Delete Spaces TagTool to delete a tag from a Hugging Face space. Use when you need to remove a specific tag revision from a space repository.
  • Delete space variableTool 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
  • Get Models JWTTool 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
  • Get Spaces JWTTool 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
  • Get Spaces XET Write TokenTool to retrieve a short-lived XET write access token for a Hugging Face space repository. Use when you need to upload or write XET data to a specific space revision.
  • Squash Dataset CommitsTool to squash all commits in a dataset ref into a single commit with the given message. Use when consolidating commit history into a single commit. WARNING: This operation is irreversible.
  • Squash Spaces CommitsTool to squash all commits in a space ref into a single commit with the given message. Use when consolidating commit history into a single commit. WARNING: This operation is irreversible.
  • Update Discussion TitleTool to change the title of an existing discussion on a Hugging Face repository (model, dataset, or Space). Use when you need to update or correct a discussion's title.
  • Update Notification SettingsTool to update notification settings for the authenticated Hugging Face user. Use when you need to enable or disable various notification types such as announcements, discussions, paper digests, or pr
  • Update Watch SettingsTool to update watch settings for your Hugging Face account. Use when you want to get notified about discussions on organizations, users, or repositories. You can add new items to watch and/or remove
  • Update WebhookTool to update an existing webhook in Hugging Face settings. Use when you need to modify webhook configuration such as watched entities, event domains, target URL, or job settings.
  • Update SQL Console EmbedTool to update an existing SQL console embed for a Hugging Face dataset. Use when you need to modify the SQL query, title, or privacy settings of an existing embed.
  • Enable or Disable WebhookTool to enable or disable a webhook on Hugging Face. Use when you need to temporarily deactivate a webhook without deleting it, or reactivate a previously disabled webhook.

Changes wait in Needs you

Changes and sends in Hugging Face are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

How approvals work

Hugging Face questions

Can an agent change data in Hugging Face on its own?

Not by default. Changes and sends in Hugging Face are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

What can an agent read in Hugging Face?

This connector lists 83 read actions. Reads run at once, without waiting for approval.

How does Hugging Face connect?

It connects with API key or OAuth 2.0. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.

Bring Hugging Face to your agents.

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