Finance and accounting

Bookkeeping, invoices, budgets, financial research and analysis.

tradingagents leads with 88, ahead of daily_stock_analysis (81) and vibe-trading (78). 8 projects ranked by score. Updated from public GitHub data.

Best of each kind

  1. Ready to usedaily_stock_analysis

    Daily LLM stock analysis for A-share, HK, US and other markets, pushed to chat apps

    81 score66.8k stars
    25 Mar 2026: 24,729 stars1 Apr 2026: 26,731 stars8 Apr 2026: 27,841 stars15 Apr 2026: 29,251 stars22 Apr 2026: 30,157 stars29 Apr 2026: 32,283 stars6 May 2026: 33,494 stars13 May 2026: 35,006 stars20 May 2026: 37,387 stars27 May 2026: 38,396 stars3 Jun 2026: 39,732 stars10 Jun 2026: 41,233 stars17 Jun 2026: 42,303 stars24 Jun 2026: 48,192 stars1 Jul 2026: 52,475 stars8 Jul 2026: 55,276 stars15 Jul 2026: 56,719 stars22 Jul 2026: 57,723 stars29 Jul 2026: 58,986 stars5 Aug 2026: 59,676 stars12 Aug 2026: 62,146 stars19 Aug 2026: 62,996 stars26 Aug 2026: 63,658 stars2 Sept 2026: 64,173 stars9 Sept 2026: 64,557 stars16 Sept 2026: 64,907 stars23 Sept 2026: 65,327 stars30 Sept 2026: 65,634 stars7 Oct 2026: 65,913 stars14 Oct 2026: 66,321 stars21 Oct 2026: 66,837 stars#1 of 3 · Agent platforms
  2. Parts to build withtradingagents

    LangGraph multi-agent framework simulating a trading firm to analyze tickers

    88 score112.6k stars
    25 Mar 2026: 40,856 stars1 Apr 2026: 44,652 stars8 Apr 2026: 47,541 stars15 Apr 2026: 49,635 stars22 Apr 2026: 51,317 stars29 Apr 2026: 55,016 stars6 May 2026: 69,148 stars13 May 2026: 73,719 stars20 May 2026: 76,576 stars27 May 2026: 78,987 stars3 Jun 2026: 81,519 stars10 Jun 2026: 83,869 stars17 Jun 2026: 85,883 stars24 Jun 2026: 87,277 stars1 Jul 2026: 89,174 stars8 Jul 2026: 90,919 stars15 Jul 2026: 92,251 stars22 Jul 2026: 93,256 stars29 Jul 2026: 94,144 stars5 Aug 2026: 95,008 stars12 Aug 2026: 97,151 stars19 Aug 2026: 98,305 stars26 Aug 2026: 100,149 stars2 Sept 2026: 101,767 stars9 Sept 2026: 103,692 stars16 Sept 2026: 106,577 stars23 Sept 2026: 107,947 stars30 Sept 2026: 109,079 stars7 Oct 2026: 109,978 stars14 Oct 2026: 111,145 stars21 Oct 2026: 112,588 stars#1 of 5 · Agent frameworks

Ready to use

apps, CLIs and tools you install and run. 3 projects, ranked by score.

All fields
  1. 1
    daily_stock_analysisDaily LLM stock analysis for A-share, HK, US and other markets, pushed to chat apps2nd in Agent platforms · MIT
    25 Mar 2026: 24,729 stars1 Apr 2026: 26,731 stars8 Apr 2026: 27,841 stars15 Apr 2026: 29,251 stars22 Apr 2026: 30,157 stars29 Apr 2026: 32,283 stars6 May 2026: 33,494 stars13 May 2026: 35,006 stars20 May 2026: 37,387 stars27 May 2026: 38,396 stars3 Jun 2026: 39,732 stars10 Jun 2026: 41,233 stars17 Jun 2026: 42,303 stars24 Jun 2026: 48,192 stars1 Jul 2026: 52,475 stars8 Jul 2026: 55,276 stars15 Jul 2026: 56,719 stars22 Jul 2026: 57,723 stars29 Jul 2026: 58,986 stars5 Aug 2026: 59,676 stars12 Aug 2026: 62,146 stars19 Aug 2026: 62,996 stars26 Aug 2026: 63,658 stars2 Sept 2026: 64,173 stars9 Sept 2026: 64,557 stars16 Sept 2026: 64,907 stars23 Sept 2026: 65,327 stars30 Sept 2026: 65,634 stars7 Oct 2026: 65,913 stars14 Oct 2026: 66,321 stars21 Oct 2026: 66,837 stars
    66.8k ★
    81
  2. 2
    vibe-tradingFinance research agent for backtests, market data and broker connectors4th in Agent platforms · MIT
    31 Mar 2026: 112 stars7 Apr 2026: 151 stars14 Apr 2026: 1,912 stars21 Apr 2026: 2,315 stars28 Apr 2026: 3,592 stars5 May 2026: 5,159 stars12 May 2026: 7,121 stars19 May 2026: 7,629 stars26 May 2026: 8,732 stars2 Jun 2026: 9,541 stars9 Jun 2026: 11,408 stars16 Jun 2026: 12,298 stars23 Jun 2026: 13,074 stars30 Jun 2026: 15,824 stars7 Jul 2026: 18,427 stars14 Jul 2026: 22,851 stars21 Jul 2026: 26,001 stars28 Jul 2026: 28,191 stars4 Aug 2026: 29,498 stars11 Aug 2026: 30,473 stars18 Aug 2026: 31,094 stars25 Aug 2026: 31,601 stars1 Sept 2026: 32,158 stars8 Sept 2026: 32,988 stars15 Sept 2026: 33,460 stars22 Sept 2026: 33,824 stars29 Sept 2026: 34,341 stars6 Oct 2026: 34,965 stars13 Oct 2026: 35,545 stars20 Oct 2026: 36,205 stars
    36.2k ★
    78
  3. 3
    finrobotMulti-agent equity research with code-computed valuations and LLM-written reports35th in Agent platforms · Apache-2.0
    1 Apr 2026: 6,444 stars8 Apr 2026: 6,557 stars15 Apr 2026: 6,627 stars22 Apr 2026: 6,676 stars29 Apr 2026: 6,734 stars6 May 2026: 6,804 stars13 May 2026: 6,874 stars20 May 2026: 6,928 stars27 May 2026: 6,990 stars3 Jun 2026: 7,097 stars10 Jun 2026: 7,157 stars17 Jun 2026: 7,237 stars24 Jun 2026: 7,310 stars1 Jul 2026: 7,375 stars8 Jul 2026: 7,447 stars15 Jul 2026: 7,508 stars22 Jul 2026: 7,580 stars29 Jul 2026: 7,627 stars5 Aug 2026: 7,683 stars12 Aug 2026: 7,725 stars19 Aug 2026: 7,773 stars26 Aug 2026: 7,829 stars2 Sept 2026: 7,867 stars9 Sept 2026: 7,920 stars16 Sept 2026: 7,988 stars23 Sept 2026: 8,044 stars30 Sept 2026: 8,097 stars7 Oct 2026: 8,136 stars14 Oct 2026: 8,216 stars21 Oct 2026: 8,263 stars
    8.3k ★
    48

Parts to build with

libraries, models, servers and add-ons. 5 projects, ranked by score.

  1. 1
    tradingagentsLangGraph multi-agent framework simulating a trading firm to analyze tickers6th in Agent frameworks · Apache-2.0
    25 Mar 2026: 40,856 stars1 Apr 2026: 44,652 stars8 Apr 2026: 47,541 stars15 Apr 2026: 49,635 stars22 Apr 2026: 51,317 stars29 Apr 2026: 55,016 stars6 May 2026: 69,148 stars13 May 2026: 73,719 stars20 May 2026: 76,576 stars27 May 2026: 78,987 stars3 Jun 2026: 81,519 stars10 Jun 2026: 83,869 stars17 Jun 2026: 85,883 stars24 Jun 2026: 87,277 stars1 Jul 2026: 89,174 stars8 Jul 2026: 90,919 stars15 Jul 2026: 92,251 stars22 Jul 2026: 93,256 stars29 Jul 2026: 94,144 stars5 Aug 2026: 95,008 stars12 Aug 2026: 97,151 stars19 Aug 2026: 98,305 stars26 Aug 2026: 100,149 stars2 Sept 2026: 101,767 stars9 Sept 2026: 103,692 stars16 Sept 2026: 106,577 stars23 Sept 2026: 107,947 stars30 Sept 2026: 109,079 stars7 Oct 2026: 109,978 stars14 Oct 2026: 111,145 stars21 Oct 2026: 112,588 stars
    112.6k ★
    88
  2. 2
    fingptLoRA fine-tuned financial LLMs, datasets and notebooks for sentiment and forecasting14th in Fine-tuning · MIT
    24 Mar 2026: 18,733 stars31 Mar 2026: 18,792 stars7 Apr 2026: 18,879 stars14 Apr 2026: 19,265 stars21 Apr 2026: 19,553 stars28 Apr 2026: 19,728 stars5 May 2026: 19,816 stars12 May 2026: 19,922 stars19 May 2026: 20,123 stars26 May 2026: 20,174 stars2 Jun 2026: 20,273 stars9 Jun 2026: 20,344 stars16 Jun 2026: 20,405 stars23 Jun 2026: 20,578 stars30 Jun 2026: 20,655 stars7 Jul 2026: 20,717 stars14 Jul 2026: 20,789 stars21 Jul 2026: 20,844 stars28 Jul 2026: 20,894 stars4 Aug 2026: 20,952 stars11 Aug 2026: 21,007 stars18 Aug 2026: 21,049 stars25 Aug 2026: 21,099 stars1 Sept 2026: 21,147 stars8 Sept 2026: 21,176 stars15 Sept 2026: 21,206 stars22 Sept 2026: 21,235 stars29 Sept 2026: 21,264 stars6 Oct 2026: 21,338 stars13 Oct 2026: 21,399 stars20 Oct 2026: 21,444 stars
    21.4k ★
    68
  3. 3
    finrlDeep reinforcement learning pipeline for stock and crypto trading research56th in ML libraries · MIT
    24 Mar 2026: 14,371 stars31 Mar 2026: 14,473 stars7 Apr 2026: 14,545 stars14 Apr 2026: 14,607 stars21 Apr 2026: 14,703 stars28 Apr 2026: 14,806 stars5 May 2026: 14,942 stars12 May 2026: 15,007 stars19 May 2026: 15,063 stars26 May 2026: 15,136 stars2 Jun 2026: 15,212 stars9 Jun 2026: 15,281 stars16 Jun 2026: 15,351 stars23 Jun 2026: 15,405 stars30 Jun 2026: 15,468 stars7 Jul 2026: 15,569 stars14 Jul 2026: 15,650 stars21 Jul 2026: 15,705 stars28 Jul 2026: 15,773 stars4 Aug 2026: 15,853 stars11 Aug 2026: 15,932 stars18 Aug 2026: 15,989 stars25 Aug 2026: 16,062 stars1 Sept 2026: 16,153 stars8 Sept 2026: 16,206 stars15 Sept 2026: 16,261 stars22 Sept 2026: 16,355 stars29 Sept 2026: 16,479 stars6 Oct 2026: 16,559 stars13 Oct 2026: 16,639 stars20 Oct 2026: 16,775 stars
    16.8k ★
    62
  4. 4
    kronosPretrained decoder-only models that forecast financial candlestick (K-line) series18th in Open models · MIT
    24 Mar 2026: 11,484 stars31 Mar 2026: 11,612 stars7 Apr 2026: 11,817 stars14 Apr 2026: 17,987 stars21 Apr 2026: 20,140 stars28 Apr 2026: 21,917 stars5 May 2026: 23,036 stars12 May 2026: 24,132 stars19 May 2026: 25,367 stars26 May 2026: 26,628 stars2 Jun 2026: 28,236 stars9 Jun 2026: 29,127 stars16 Jun 2026: 30,594 stars23 Jun 2026: 31,181 stars30 Jun 2026: 31,701 stars7 Jul 2026: 31,988 stars14 Jul 2026: 32,267 stars21 Jul 2026: 32,521 stars28 Jul 2026: 34,980 stars4 Aug 2026: 36,165 stars11 Aug 2026: 36,929 stars18 Aug 2026: 37,777 stars25 Aug 2026: 38,161 stars1 Sept 2026: 38,619 stars8 Sept 2026: 38,863 stars15 Sept 2026: 39,150 stars22 Sept 2026: 39,684 stars29 Sept 2026: 40,016 stars6 Oct 2026: 40,517 stars13 Oct 2026: 41,140 stars20 Oct 2026: 42,846 stars
    42.8k ★
    50
  5. 5
    tensortradePython framework for training reinforcement learning agents on trading environments98th in ML libraries · Apache-2.0
    7.2k ★
    25

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