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Trending GitHub repos in finance

Repositories surfaced in curated X threads and hand-picked additions1; entries are deduplicated, sorted by GitHub ★ stars (descending)2 within the main list. A short general research subsection at the end holds repos aimed at broad research and agent tooling rather than trading execution—they would rank first if folded in, but are separated for clarity. Each repo’s GitHub About blurb is summarized verbatim where possible3.

1. OpenBB-finance/OpenBB — 66,642 ★

URL: https://github.com/OpenBB-finance/OpenBB

About: Financial data platform for analysts, quants and AI agents.

Summary: Broad cross-asset data and terminal-style tooling; MCP-style AI agent integrations mentioned in discussion. Positioned as an open Bloomberg-class stack across equities, crypto, derivatives, etc.

Cited in: 4 5 6 7

2. virattt/ai-hedge-fund — 57,506 ★

URL: https://github.com/virattt/ai-hedge-fund

About: An AI Hedge Fund Team.

Summary: Multi-agent personas (bull/bear/fundamentals/technicals/risk framing; alternatively Buffett/Munger/Ackman/Wood-style cast in another installment) plus portfolio-level orchestration.

Cited in: 8 5

3. TauricResearch/TradingAgents — 54,087 ★

URL: https://github.com/TauricResearch/TradingAgents

About: TradingAgents: Multi-Agents LLM Financial Trading Framework.

Summary: Multi-agent LLM stack (fundamental, sentiment, technicals, risk) with major model APIs (GPT/Claude/Grok/Gemini class in copy); UCLA/MIT lineage noted. Chinese-market fork listed separately below.

Cited in: 8 4 5 7

4. freqtrade/freqtrade — 49,508 ★

URL: https://github.com/freqtrade/freqtrade

About: Free, open source crypto trading bot.

Summary: Python ecosystem: many exchanges, backtesting, strategy optimization, Telegram/bot control surfaces.

Cited in: 4 5

5. juspay/hyperswitch — 42,540 ★

URL: https://github.com/juspay/hyperswitch

About: Open-source payments switch in Rust—fast, reliable, affordable payments.

Summary: Single API across many payment providers (Stripe/Adyen-class ecosystem in pitch)—fintech payments plumbing rather than alpha research; modular routing/vault/recon narrative in another roundup.

Cited in: 5 6

6. microsoft/qlib — 41,337 ★

URL: https://github.com/microsoft/qlib

About: AI-oriented quant platform for research through production; supervised learning, market dynamics, RL, etc.

Summary: Microsoft’s quant stack for alpha research, backtesting, model training, and deployment-oriented workflows.

Cited in: 5 6 7

7. ZhuLinsen/daily_stock_analysis — 32,032 ★

URL: https://github.com/ZhuLinsen/daily_stock_analysis

About: LLM-powered stock analysis for A/H/US markets (中文 README).

Summary: Daily LLM dashboards, decision views, and push delivery (WeChat/Telegram/Discord/e-mail via GitHub Actions)—low-ops / “zero server” positioning in discussion.

Cited in: 4 5 6 7

8. ashishpatel26/500-AI-Agents-Projects — 29,157 ★

URL: https://github.com/ashishpatel26/500-AI-Agents-Projects

About: Curated collection of AI agent use cases across industries (incl. finance).

Summary: Meta-directory of agent projects—not a single trading system—useful for discovery.

Cited in: 4 6 7

9. hsliuping/TradingAgents-CN — 24,872 ★

URL: https://github.com/hsliuping/TradingAgents-CN

About: 基于多智能体LLM的中文金融交易框架.

Summary: TradingAgents-style framework localized for A-shares (Shanghai/Shenzhen), domestic data and LLMs; large fork community noted. DeepSeek/Qwen-class domestic models mentioned in discussion.

Cited in: 4 5 6 7

10. mvanhorn/last30days-skill — 24,202 ★

URL: https://github.com/mvanhorn/last30days-skill

About: Agent skill that researches topics across Reddit, X, YouTube, Hacker News, Polymarket, and the broader web.

Summary: Drop-in qualitative “recent web” research for agent pipelines; Claude Code / OpenClaw-style tooling mentioned in discussion.

Cited in: 4 6 7

11. shiyu-coder/Kronos — 21,809 ★

URL: https://github.com/shiyu-coder/Kronos

About: Foundation model for the “language” of financial markets (OHLC/candle-oriented).

Summary: Trained across many exchanges; candle prediction as tokens (chart-/GPT-for-prices framing); AAAI acceptance noted in thread.

Cited in: 5

12. AI4Finance-Foundation/FinGPT — 19,852 ★

URL: https://github.com/AI4Finance-Foundation/FinGPT

About: Open financial LLMs; models released on Hugging Face.

Summary: Open models for filings, news, sentiment, advisory-style workloads.

Cited in: 5

13. Fincept-Corporation/FinceptTerminal — 16,521 ★

URL: https://github.com/Fincept-Corporation/FinceptTerminal

About: Desktop finance app—analytics, research, macro/data exploration.

Summary: Pitch: native C++/Qt “terminal” competitor with many persona-style AI agents, data connectors, broker integrations, CFA-grade analytics—no Electron/browser shell in narrative.

Cited in: 4

14. tradingview/lightweight-charts — 15,376 ★

URL: https://github.com/tradingview/lightweight-charts

About: Performant financial charts built with HTML5 canvas.

Summary: Small, browser-oriented charting library for trading UIs—canvas-based, emphasized for web front ends in discussion.

Cited in: 6

15. HKUDS/AI-Trader — 13,783 ★

URL: https://github.com/HKUDS/AI-Trader

About: AI-Trader: fully automated, agent-native trading (project tagline on GitHub).

Summary: Multi-agent marketplace-style setup where agents exchange signals and strategies; tooling hooks for OpenClaw, Claude Code, Codex, Cursor-class workflows in roundup copy—not the same repo as HKUDS/Vibe-Trading.

Cited in: 6

16. NoFxAiOS/nofx — 12,296 ★

URL: https://github.com/NoFxAiOS/nofx

About: Personal AI trading assistant—any market, any model; USDC billing model vs raw API keys.

Summary: Autonomous-ish assistant with model/market routing; “safe mode” after repeated failures discussed.

Cited in: 8

17. ValueCell-ai/valuecell — 10,437 ★

URL: https://github.com/ValueCell-ai/valuecell

About: Community-driven, multi-agent platform for financial applications.

Summary: Modular multi-agent layer for finance-oriented apps—“early” positioning and growing use-case catalog in roundup copy; tweet abbreviated as valuecell/valuecell; canonical GitHub path uses ValueCell-ai.

Cited in: 7

18. HKUDS/Vibe-Trading — 3,370 ★

URL: https://github.com/HKUDS/Vibe-Trading

About: Personal trading agent (HKU-originated project).

Summary: NL → strategy → backtest → export (TradingView/MT5/TDX-class targets in copy); preset skills/swarm configs.

Cited in: 4

19. Polymarket/agents — 3,332 ★

URL: https://github.com/Polymarket/agents

About: Trade autonomously on Polymarket using AI Agents.

Summary: Official Polymarket “agents” scaffolding—news/LLM tooling mentioned in roundup copy alongside vector DB patterns for monitoring markets.

Cited in: 9

20. Jon-Becker/prediction-market-analysis — 3,081 ★

URL: https://github.com/Jon-Becker/prediction-market-analysis

About: Framework and large public dataset for Polymarket and Kalshi market/trade history.

Summary: Research-scale dataset (~36 GB cited) for prediction-market empirics.

Cited in: 8 7

21. brokermr810/QuantDinger — 2,373 ★

URL: https://github.com/brokermr810/QuantDinger

About: AI quant platform—crypto/stocks/FX, backtests, live trading, multi-agent research.

Summary: Self-hosted “quant OS”: research → Python strategies → backtest → live paths (IBKR/MT5-class routes in thread).

Cited in: 4

22. pmxt-dev/pmxt — 1,622 ★

URL: https://github.com/pmxt-dev/pmxt

About: Unified API (“CCXT-style”) for Polymarket, Kalshi, and more prediction markets.

Summary: One client across Polymarket/Kalshi/Limitless/Myriad-class venues analogously to CCXT for exchanges.

Cited in: 8

23. tradermonty/claude-trading-skills — 1,120 ★

URL: https://github.com/tradermonty/claude-trading-skills

About: Claude Code skills for equity investors and traders—market analysis, technical charting, economic calendars, screeners, and trading strategy development.

Summary: Claude Code–oriented skills for equities workflows (analysis, charting, calendars, screeners, strategy ideation); complementary to other agent/skill rows on this page.

Cited in: 10

24. warproxxx/poly-maker — 1,112 ★

URL: https://github.com/warproxxx/poly-maker

About: Automated market-making bot that posts liquidity on both sides of the Polymarket book; parameters via Google Sheets.

Summary: Operational MM template for the CLOB; author notes profitability is hard in saturated spread competition—evaluate as reference code per discussion.

Cited in: 9

25. ent0n29/polybot — 483 ★

URL: https://github.com/ent0n29/polybot

About: Reverse-engineer Polymarket strategies and execute quickly.

Summary: Experimental trading bot focused on inspecting and replaying/strategizing Polymarket flows (multi-service architecture in roundup copy).

Cited in: 9

26. Polymarket/poly-market-maker — 282 ★

URL: https://github.com/Polymarket/poly-market-maker

About: Market maker keeper for the Polymarket CLOB.

Summary: Institutional-style MM “keeper” for the Polymarket order book—Docker-ready setup in roundup narrative.

Cited in: 9

27. pselamy/polymarket-insider-tracker — 112 ★

URL: https://github.com/pselamy/polymarket-insider-tracker

About: Flag suspicious wallet flows on Polymarket prediction markets (insider-pattern heuristics).

Summary: Postgres/Redis-backed tracking stack for wallet trails and anomalies (routing/funding analysis in roundup copy—not investment advice).

Cited in: 9

28. NickNaskida/polymarket-insider-bot — 25 ★

URL: https://github.com/NickNaskida/polymarket-insider-bot

About: Async bot that scans for potential insider-trading-style activity on Polymarket.

Summary: Lightweight alert bot (many markets / scoring heuristic in roundup copy)—treat signals as exploratory, not verified misconduct.

Cited in: 9

29. suislanchez/polymarket-insider-detector — 13 ★

URL: https://github.com/suislanchez/polymarket-insider-detector

About: Statistical tests for insider-style patterns—p-values, timing, clustering.

Summary: Compliance/research tooling framing: binomial tests, whale timing, wallet clusters (educational / research-oriented).

Cited in: 9

30. BRKME/Polymarket_insider — 10 ★

URL: https://github.com/BRKME/Polymarket_insider

About: (No GitHub subtitle when indexed.)

Summary: Automated monitoring noted in roundup (GitHub Actions cadence)—example narrative referenced geopolitical-resolution markets; verify claims independently.

Cited in: 9

General research

Agent libraries and packaged skills aimed at broad finance-adjacent research and analysis—not primarily execution, market-making, or bot stacks. Sorted by ★ within this subsection.

G1. msitarzewski/agency-agents — 87,900 ★

URL: https://github.com/msitarzewski/agency-agents

About: A complete AI agency at your fingertips—specialized agent roles (engineering, Reddit/community, QA, whimsy injection, reality checks), each with process and deliverable templates.

Summary: Large library of Claude/OpenClaw-oriented “agency” personas and playbooks—general-purpose rather than trading-focused; huge README-backed catalog (~147 agents referenced in README).

Cited in: 11

G2. K-Dense-AI/scientific-agent-skills — 19,597 ★

URL: https://github.com/K-Dense-AI/scientific-agent-skills

About: Ready-to-use agent skills for research, science, engineering, analysis, finance, and writing.

Summary: Packaged skills usable with Claude-compatible agent setups—not a pricing/trading stack; aimed at repeatable research/analysis workflows including finance-themed skills. Roundup prose pointed at an anthropic*/claude-scientific-skills-style slug; canonical repo appears under K-Dense-AI.

Cited in: 7

Footnotes

Footnotes

  1. Primary lists from @gusik4ever (8–7), plus 9 from @ventry089, plus explicit curator additions (11, 10). The General financial research subsection groups repos that foreground research and agent tooling rather than trading execution—they stay ordered by ★ within that subsection. ↩

  2. stargazers_count via the public GitHub REST API, or README-scraped ★ where the API was throttled—last reorganized together with [^6] / [^7] / [^8] entries and the General research split-out subsection. ↩

  3. “About” lines follow each repository’s public GitHub short description where noted; wording on GitHub may change after this file is saved. ↩

  4. Apr 25, 2026 — https://x.com/gusik4ever/status/2048009592097870063 (quotes the Apr 18 thread). The ten repos named there—FinceptTerminal, TradingAgents, last30days-skill (mvanhorn), daily_stock_analysis (ZhuLinsen), QuantDinger, HKUDS/Vibe-Trading, freqtrade, OpenBB, 500-AI-Agents-Projects, TradingAgents-CN—all appear above (sort order is global ★ ranking, not tweet order). ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10

  5. Apr 18, 2026 — https://x.com/gusik4ever/status/2045469263255724233. ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10

  6. https://x.com/gusik4ever/status/2042598717895713036. ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9

  7. Earlier Apr 2026 — https://x.com/gusik4ever/status/2040399182817788071. The post used labels that often don’t match live GitHub paths (examples: disler/…/mvanhorn for the same last30days-skill, furutech/… vs ZhuLinsen/…, TauricResearch/TradingAgents-CN vs hsliuping/…, anthropics/claude-scientific-skills vs K-Dense-AI/scientific-agent-skills, valuecell/valuecell vs ValueCell-ai/valuecell, e2b-dev/… vs ashishpatel26/…). Only canonical repos are listed on this page (K-Dense-AI/scientific-agent-skills appears under General financial research below). ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10 ↩11

  8. Mar 28, 2026 — status · variant link. ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7

  9. @ventry089, https://x.com/ventry089/status/2048806850741600603—video post; t.co redirects resolved to the eight rows above with Cited in: [^6] only. A ninth short link aimed at learningworship/polymarket-latency-bot returned 404 on GitHub when verified (not listed). ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10

  10. tradermonty/claude-trading-skills —same as 11 (direct add to this page). ↩ ↩2

  11. msitarzewski/agency-agents —added to this page directly (not sourced from 8–9); grouped under General financial research (not trading-specific) rather than the star-ranked main list. ↩ ↩2 ↩3