sansan0/TrendRadar

Project overview

A lightweight public opinion and trending topic monitor that aggregates multi-platform data and RSS feeds with keyword and AI-based filtering, routing alerts to channels such as Telegram. It relies on external APIs for data and an LLM via LiteLLM for translation and relevance scoring.

Project type

MCP · Workflow · Data Processing

Use cases

Search & Research

Deployment

Refer to project documentation

License

GPL-3.0

Best for

• General users needing a lightweight tool to aggregate multi-platform trends and RSS feeds with configurable keyword and AI-driven filtering.

Key capabilities

• Aggregates trending topics and public opinion data from multiple platforms using external APIs.
• Fetches RSS and Atom feeds and groups content based on user-defined keywords.
• Filters incoming news using precise keywords and regular expression syntax, with support for display names.
• Uses natural language interest descriptions for an AI model to automatically tag and score news relevance.
• Translates pushed content into any specified language using smart batching to optimize processing.

Limitations and risks

• Fetching multi-platform trending data requires the external newsnow API.
• AI filtering and translation require an LLM via LiteLLM, introducing an optional dependency on paid external model services.
• Telemetry practices, GPU requirements, and minimum hardware specifications are currently not documented.

Getting started

• Installation is categorized as easy due to its lightweight design and target of being deployable in under 30 seconds. Coding skills are optional for configuration.

Evidence and sources

• GitHub project description: ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简…
• README: 最快<strong>30秒</strong>部署的热点助手 —— 告别无效刷屏，只看真正关心的新闻资讯
• README: [](https://github.com/sansan0/TrendRadar)
• README: 本项目使用 newsnow 项目的 API 获取多平台数据，特别感谢作者提供的服务。
• README: - **RSS 订阅源支持**：新增 RSS/Atom 抓取，按关键词分组统计（与热榜格式一致）

Reviewed at: 2026-07-17T06:13:45Z