Ross ROSS = Recommend OSS · open-source software intelligence for agents

HuaYaoAI/FinGenius

None observed · 2026-08-28

github.com/HuaYaoAI/FinGenius · Python · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

35/100

  • Activity 35
  • Release rhythm 35
  • Longevity 33

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 470
  • days_rel: n/a
  • days_push: 392
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2724 stars · 771 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

FinGenius is an open-source AI financial analysis platform for China's A-share stock market, built on a multi-agent architecture where specialized LLM-powered agents (sentiment, risk control, technical, capital flow, etc.) collaborate and debate to produce structured HTML analysis reports. It uses the MCP protocol for financial tool integration and game-theoretic multi-round debate to reduce hallucinations.

Use cases

  • analyze A-share stocks with AI agents
  • generate stock research reports from LLM agents
  • monitor unusual large orders in the stock market
  • read dragon-tiger list trading data
  • assess policy and regulatory risk for Chinese stocks
  • run multi-agent debate for financial decision making

When to choose

  • you need AI-driven analysis tailored to China's A-share market
  • you want a multi-agent framework with specialized financial analyst roles
  • you want structured debate-style reports instead of single-model answers

When to avoid

  • you need analysis of US or other non-Chinese markets
  • you require guaranteed-accurate investment advice
  • you need a lightweight single-model analysis tool

Facets

application · maturity active

agent-framework llm-inference mcp data-visualization analytics fintech artificial-intelligence large-language-models analytics python cross-platform cli multi-agent stock-analysis chinese-stock-market a-shares game-theory financial-analysis llm-agents sentiment-analysis ai-agents

1 source

Member repositories

RepositoryRoleHealth v2
HuaYaoAI/FinGeniusmain35

For agents

markdown · JSON · MCP: product_card(name="HuaYaoAI/FinGenius")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem