huggingface-intel
ActiveTool of The Stall
declared in 4.82.0
HuggingFace Hub intelligence: search AI models and datasets, get detailed model metadata, and find trending models by task. Returns downloads, likes, license, supported languages, pipeline task, and tags. Use to evaluate which open-source model best fits a task, compare model families (Llama vs Qwen vs Mistral), track AI research trends, or discover datasets for fine-tuning. Free upstream: HuggingFace public API (no key required).
Parameters schema
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"sort": {
"type": "string",
"description": "Sort order for search_models: 'downloads' = most widely used (default), 'likes' = most community buzz / trending. Trending action always uses likes."
},
"task": {
"type": "string",
"description": "Filter by pipeline task for search_models, trending, or search_datasets. Valid tasks: text-generation, text2text-generation, summarization, translation, question-answering, fill-mask, text-classification, token-classification, ner, conversational, zero-shot-classification, sentence-similarity, and more. Omit to search across all tasks."
},
"limit": {
"type": "number",
"description": "Max results to return (default 10 for search, 15 for trending, max 30)."
},
"query": {
"type": "string",
"description": "Search keyword for search_models or search_datasets (e.g. 'bert embedding', 'llama instruction', 'image classification pytorch'). Omit to browse all."
},
"action": {
"type": "string",
"description": "Action to perform. 'search_models': find models by keyword + optional task/library filter. 'model_info': full metadata for a specific model ID (params, files, license). 'trending': most-liked models, optionally filtered by pipeline task. 'search_datasets': find datasets by keyword + optional task filter. Default: 'trending'."
},
"library": {
"type": "string",
"description": "Filter models by library for search_models (e.g. 'transformers', 'diffusers', 'sentence-transformers', 'timm', 'peft', 'trl'). Omit for all libraries."
},
"model_id": {
"type": "string",
"description": "Full HuggingFace model ID for model_info action (e.g. 'meta-llama/Llama-3-8B-Instruct', 'openai/whisper-large-v3', 'sentence-transformers/all-MiniLM-L6-v2')."
}
},
"additionalProperties": false
}Parent server
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