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Issue 001 / A living technical almanac

Rankings never sold

Research & Data Agents · Head-to-head

firecrawl vs TrendRadar

firecrawl and TrendRadar are both research & data agents. firecrawl is The API to search, scrape, and interact with the web at scale, while TrendRadar is 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 + RS…. Here's an independent, side-by-side look at how they compare — and which fits.

firecrawl

Infrastructure· Open source

The API to search, scrape, and interact with the web at scale.

Visit firecrawl
TrendRadar

Agent· Open source

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 + RS…

Visit TrendRadar

Bottom line

firecrawl and TrendRadar are both open-source research & data agents you can self-host for free. firecrawl has wider GitHub adoption — 148k stars vs 60k. Neither is universally better — pick by fit.

Side by side

SpecfirecrawlTrendRadar
TypeInfrastructureAgent
ModelOpen sourceOpen source
PricingOpen sourceOpen source
GitHub stars148,45360,412
LanguageTypeScriptPython
LicenseAGPL-3.0GPL-3.0
Last activityJul 2026Jul 2026

Key differences

  • firecrawl has wider GitHub adoption — 148k stars vs 60k.
  • firecrawl is written primarily in TypeScript; TrendRadar in Python.
  • Licensing differs: firecrawl is AGPL-3.0, TrendRadar is GPL-3.0.

Choose firecrawl if

Feeding agents clean web data: crawl, scrape, and convert to markdown via API..

Choose TrendRadar if

your team works primarily in Python.

About firecrawl

The API to search, scrape, and interact with the web at scale.

Full firecrawl profile →

About 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。

Full TrendRadar profile →

Frequently asked

What's the main difference between firecrawl and TrendRadar?
firecrawl has wider GitHub adoption — 148k stars vs 60k.
Is firecrawl or TrendRadar better?
Neither is universally better. firecrawl is the stronger fit for Feeding agents clean web data: crawl, scrape, and convert to markdown via API; TrendRadar for teams working primarily in Python. Use the side-by-side specs to decide by your own constraints.
Is firecrawl or TrendRadar free?
firecrawl is free to run and self-host; TrendRadar is free to run and self-host. Both are free to self-host — you only pay for the infrastructure and any model or API usage.
Which is more popular, firecrawl or TrendRadar?
By GitHub stars — a proxy for open-source adoption — firecrawl is ahead (148k vs 60k). Stars measure attention, not necessarily the better fit for you.
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