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API Development
Data Science & ML
Web Scraping & Data Collection

Aggregates real-time hot topics data from various online platforms.

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A modern, multi-platform aggregation server that delivers real-time hot topics data from major online platforms such as Zhihu, Weibo, Baidu, Bilibili, Douyin, and more. Leveraging the FastMCP framework, it offers a standardized tool interface with features like intelligent caching, asynchronous concurrency, trend analysis, and a fallback mechanism to simulated data when APIs are unstable. It also seamlessly integrates with the LangChain ecosystem, making it an invaluable tool for AI agents, content creation, and data analysis.

Key Features

012 GitHub stars
02Based on FastMCP for native MCP protocol support
03Supports over 13 platforms including Zhihu, Weibo, and Bilibili
04Intelligent TTL caching for improved response times
05Trend analysis for automatic extraction of hot keywords and topics
06Asynchronous concurrency for high-performance data retrieval

Use Cases

01Facilitates content creation by identifying trending topics
02Provides real-time hot topics data for LangChain/LangGraph agents
03Monitors hot trends across various platforms