技术技巧
Open-Source Information Analysis Projects
🏦 Finance
| # | Project | Stars (approx.) | Sub-category | One-liner | Language | License |
|---|---|---|---|---|---|---|
| 1 | TauricResearch/TradingAgents | 100K+ | Financial AI analysis | Multi-agent LLM trading framework simulating a full trading firm’s research workflow | Python | Apache-2.0 |
| 2 | OpenBB-finance/OpenBB | 67K | Financial terminal | Open-source investment research platform — “investment research for everyone” | Python | AGPL-3.0 |
| 3 | virattt/ai-hedge-fund | 63K | Financial AI analysis | Hedge fund simulation where multiple AI analysts collaborate on decisions | Python | MIT |
| 4 | ZhuLinsen/daily_stock_analysis | 55K+ | Financial AI analysis | LLM-driven multi-market daily stock analysis with push notifications | Python | MIT |
| 5 | Fincept-Corporation/FinceptTerminal | 31K | Financial terminal | Open-source Bloomberg Terminal alternative: native desktop app + AI agents | C++/Python | AGPL-3.0 |
| 6 | AI4Finance-Foundation/FinGPT | 20K | Financial LLM | Open-source financial LLM (sentiment analysis, market forecasting, fine-tuning) | Python/Notebook | — |
| 7 | AI4Finance-Foundation/FinRL | 13K | Quant framework | Financial reinforcement learning framework for training and backtesting trading agents | Python | MIT |
📰 News & Public Opinion
| # | Project | Stars (approx.) | Sub-category | One-liner | Language | License |
|---|---|---|---|---|---|---|
| 1 | koala73/worldmonitor | 87K | Global events dashboard | AI-driven real-time global events dashboard: news aggregation + geopolitical monitoring + infrastructure tracking | TypeScript | AGPL-3.0 |
| 2 | sansan0/TrendRadar | 62K | Trending-topics monitor | Multi-platform hot-list aggregation + keyword filtering + AI briefings, with MCP-based conversational analysis | Python | — |
| 3 | 666ghj/BettaFish | 38K | Public-opinion analysis | Multi-agent public-opinion assistant covering 30+ domestic and international social platforms | Python | — |
| 4 | bilawalsidhu/gods-eye-view | 30K | Geospatial visualization | Real-time open geospatial data on a 3D globe in the browser (flights/ships/satellites/earthquakes) | JavaScript | — |
| 5 | 666ghj/MiroFish | 20K+ (rapidly climbing since 2026-03) | Forecasting & simulation | Swarm-intelligence forecasting engine: multi-agent digital sandbox simulating future scenarios | Python/React | AGPL-3.0 |
🔧 Data Collection & Aggregation Infrastructure
| # | Project | Stars (approx.) | Sub-category | One-liner | Language | License |
|---|---|---|---|---|---|---|
| 1 | DIYgod/RSSHub | 46K | Information aggregation | “Everything is RSS-able” — aggregation infrastructure with 1000+ routes | TypeScript | AGPL-3.0 |
| 2 | Panniantong/Agent-Reach | 44K | Agent data access | Gives AI agents one-command read access to Twitter/Reddit/YouTube/Bilibili/Xiaohongshu, zero API cost | Python | MIT |
| 3 | NanmiCoder/MediaCrawler | 30K+ | Data collection | Multi-platform crawler for Xiaohongshu/Douyin/Kuaishou/Bilibili/Weibo/Tieba/Zhihu | Python | — |
| 4 | newsnext/newsnow | 22K | Hot-list aggregation | Elegant real-time hot-list reader with a multi-platform API and official MCP server | TypeScript | — |
Details
TradingAgents
- Analyst Team
- Fundamentals Analyst
- Sentiment Analyst
- News Analyst
- Technical Analyst
- Researcher Team
- Trader Agent
- Risk Management and Portfolio Manager
OpenBB
Open Data Platform for analysts, quants and AI agents.
AI hedge fund
educational purposes only
- Analysts (alpha models)
- Quantitative models
- LLM investor agents
- Strategies & allocation
- Risk & execution
Daily stock analysis
Fincept Terminal
FinGPT
Open-source framework for fine-tuning finance-specialized 7B LLMs on open base models, with released weights.
FinRL
Financial reinforcement learning.
World Monitor
TradRadar
RSS based.
BettaFish
Gods eye view
- aircraft, ships
- satellites, traffic
- earthquakes
- public cameras
MiroFish
