Tracks and analyzes trending models, datasets, and spaces on Hugging Face via Model Context Protocol, offering tools for fetching, searching, and summarizing current AI trends with customizable queries.
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An MCP server that tracks trending models, datasets, and spaces on Hugging Face.
It provides tools and prompts to fetch trending content, search for specific items, and analyze current trends, making it a valuable tool for developers, researchers, and AI enthusiasts.
Clone the Repository:
git clone https://github.com/kukapay/hf-trending-mcp.git cd hf-trending-mcp
Install Dependencies:
pip install mcp[cli] httpx
Client Configuration:
"mcpServers": {
"hf-trending-mcp": {
"command": "python",
"args": [ "path/to/hf-trending-mcp/main.py" ]
}
}
Once the server is running or installed, you can interact with it using an MCP client (e.g., Claude Desktop). Below are some example prompts:
Input:
Output:
google/vit-base-patch16-224 (Downloads: 12345, Likes: 678)
Tags: vision, transformer
facebook/detr-resnet-50 (Downloads: 9876, Likes: 543)
Tags: object-detection, transformer
...
Input:
Output:
imdb (Downloads: 45678, Likes: 2345)
Tags: nlp, sentiment-analysis
squad (Downloads: 34567, Likes: 1987)
Tags: nlp, question-answering
...
Input:
Output:
gradio/image-classifier (Likes: 890, SDK: Gradio)
Tags: demo, vision
streamlit/text-generator (Likes: 765, SDK: Streamlit)
Tags: nlp, demo
...
Input:
Output:
bert-base-uncased (Likes: 456)
Tags: nlp, transformer
distilbert-base-uncased (Likes: 321)
Tags: nlp, transformer
...
Input:
Output:
coco (Likes: 1234)
Tags: computer-vision, object-detection
imagenet-1k (Likes: 987)
Tags: computer-vision, classification
...
Input:
Output:
A detailed response combining results from all trending tools, followed by an analysis (generated by the client’s AI):
Top Trending Models:
google/vit-base-patch16-224 (Downloads: 12345, Likes: 678)
Tags: vision, transformer
...
Top Trending Datasets:
imdb (Downloads: 45678, Likes: 2345)
Tags: nlp, sentiment-analysis
...
Top Trending Spaces:
gradio/image-classifier (Likes: 890, SDK: Gradio)
Tags: demo, vision
...
Summary: Vision models like ViT are trending, likely due to recent advancements in image processing. NLP datasets remain popular for text-based AI research, and Gradio spaces are gaining traction for interactive demos.
get_trending_models(limit: int = 10)
: Fetches trending models with downloads, likes, and tags.get_trending_datasets(limit: int = 10)
: Fetches trending datasets with downloads, likes, and tags.get_trending_spaces(limit: int = 10)
: Fetches trending spaces with likes, SDK info, and tags.search_trending(query: str, type: str = "models", limit: int = 10)
: Searches trending items by query and type.analyze_trends()
: Guides the analysis of trending items with a structured prompt.This project is licensed under the MIT License. See the LICENSE file for details.
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