HuggingFace Search Models
Search the HuggingFace Hub for machine learning models by keyword, task type, or ML framework. HuggingFace Hub hosts 500,000+ open-source models spanning NLP, computer vision, audio, protein language models, and more. Returns model IDs, download counts, likes, tags, pipeline task, and library information. Filter by pipeline_tag (e.g., 'fill-mask', 'text-classification', 'token-classification', 'image-classification', 'feature-extraction') and by library (e.g., 'transformers', 'diffusers', 'timm…
Overview
Search the HuggingFace Hub for machine learning models by keyword, task type, or ML framework. HuggingFace Hub hosts 500,000+ open-source models spanning NLP, computer vision, audio, protein language models, and more. Returns model IDs, download counts, likes, tags, pipeline task, and library information. Filter by pipeline_tag (e.g., 'fill-mask', 'text-classification', 'token-classification', 'image-classification', 'feature-extraction') and by library (e.g., 'transformers', 'diffusers', 'timm'). Use HuggingFace_get_model for full details on a specific model.
Status
The most recent probe succeeded. Safe to call from the agent today.
- Last probed
- 1d ago
- Last success
- 1d ago
- Last latency
- 100ms
Schema
JSON Schema the agent (or your API call) must match.
{
"properties": {
"library": {
"description": "Filter by ML framework/library. Common values: 'transformers', 'diffusers', 'timm', 'sentence-transformers', 'spacy', 'flair', 'allennlp', 'adapter-transformers'",
"type": [
"string",
"null"
]
},
"limit": {
"description": "Maximum number of results to return (default 20, max 1000)",
"type": [
"integer",
"null"
]
},
"pipeline_tag": {
"description": "Filter by ML task type. Common values: 'text-classification', 'token-classification', 'fill-mask', 'text-generation', 'image-classification', 'object-detection', 'feature-extraction', 'question-answering', 'summarization', 'translation', 'text-to-image', 'automatic-speech-recognition'",
"type": [
"string",
"null"
]
},
"search": {
"description": "Search query for model name, task, or topic (e.g., 'protein language model', 'bert', 'image segmentation', 'drug discovery')",
"type": "string"
}
},
"required": [
"search"
],
"type": "object"
}Examples (1)
Default HuggingFace Search Models call
{
"search": ""
}Anonymous-safe example. Rate-limited; no sign-in required.
Identifiers
- Catalog ID
- tu_HuggingFace_search_models
- Tool name
- HuggingFace_search_models
- Added
- 2026-04-30 22:47Z
- Tags
- tooluniverse