Automation and scraping · Independent · 22 Oct 2026

sansan0/TrendRadar

⭐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 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

← Automation and scraping
TrendRadar: AI trend and news monitor. Aggregates, filters, and pushes hot topics from across the web.

In simple English

This tool gathers hot topics from popular websites and RSS feeds every day. It lets you pick keywords or use artificial intelligence to filter out noise, so you only read what matters. It can run on your own computer or server using Docker, or for free in GitHub Actions. When it finds matching news, it sends a neat report straight to your phone or email inbox. You can also chat with your news history using AI through a Model Context Protocol server.

What it is

TrendRadar is a Python-based trend monitoring and AI analysis tool that aggregates news from multiple platforms and RSS feeds. It provides keyword or AI-driven filtering, automated scheduling, HTML report generation, and multi-channel notification support.

What it is good for

This is useful for solo founders, marketers, and researchers who want to track industry trends, competitor mentions, or specific topics without wasting hours browsing social media.

Stars63k
LicenceGPL-3.0
LatestNo tagged releasechecked 22 Oct 2026
Last code change2026-10-20
Written inPython
Setup effort
3 / 5
Payoff
5 / 5
Good
  • Aggregates news from eleven major platforms and custom RSS feeds into one report.
  • Pushes summaries to nine notification channels including Telegram, Feishu, and email.
  • Supports AI-driven filtering, translation, and trend analysis.
Watch for
  • Requires familiarity with YAML configuration files and API keys for AI features.
  • Relies on third-party news sources that may occasionally change or break.
  • Self-hosting via Docker or GitHub Actions requires ongoing maintenance.
Replaces

manually checking multiple social media feeds and news sites every day

Works well with

Docker

Similar repositories
  • newsnext/newsnow22k stars

    NewsNow aggregates trending topics from multiple websites, which TrendRadar uses as a data source.

Also reviewed on Repo Radar
  • cybertec-postgresql/pg_timetable1.4k stars

    A job scheduler for PostgreSQL whose jobs and schedules live in the database itself.

  • scrapy/scrapy65k stars

    A Python framework for fetching and parsing large numbers of web pages.

  • PrefectHQ/prefect24k stars

    Adds scheduling, retries and a run history to Python functions you already have.

Install
git clone https://github.com/sansan0/TrendRadar.git
cd TrendRadar
uv sync
uv run python -m trendradar

Independent: reviewed for Repo Radar outside the daily editions. Every independent repository

On Stack Radar: Data & Research › Market & Competitive Research › Trend Research.

Get the next edition in your inbox

A dozen repositories, opened and checked. The licence read, the last release dated, and the ones that did not make it named with the reason. It is the half most lists leave out.

No tracking pixels. One click to leave. The archive stays free either way.

We use your address to send the edition and nothing else. Confirm by email, leave in one click. How we handle it.