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ccxt/ccxt

A unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java / Rust

#Trading bot
Visit GitHub
Python
44.9k
9k
763 contributors
MIT License
website
AchievementsView all →
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Momentum

How fast ccxt/ccxt is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 16 – Nov 15, 2026

Stars +887 in 61 days

02040
31

Forks +235 in 61 days

051015
14

Merged PRs 367 in 61 days

01020
19

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26Nov 3Nov 11
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Sep 16, 2026+11+26
Thu, Sep 17, 2026+10+510
Fri, Sep 18, 2026+5+413
Sat, Sep 19, 2026+16+210
Sun, Sep 20, 2026+31+411
Mon, Sep 21, 2026+19+410
Tue, Sep 22, 2026+11+55
Wed, Sep 23, 2026+21+210
Thu, Sep 24, 2026+10+113
Fri, Sep 25, 2026+15+64
Sat, Sep 26, 2026+16+42
Sun, Sep 27, 2026+9+33
Mon, Sep 28, 2026+19+65
Tue, Sep 29, 2026+18+612
Wed, Sep 30, 2026+1+210
Thu, Oct 1, 2026+10+014
Fri, Oct 2, 2026+0+19
Sat, Oct 3, 2026+19+24
Sun, Oct 4, 2026+14+20
Mon, Oct 5, 2026+3+34
Tue, Oct 6, 2026+13+46
Wed, Oct 7, 2026+8+13
Thu, Oct 8, 2026+10+33
Fri, Oct 9, 2026+10+20
Sat, Oct 10, 2026+18+10
Sun, Oct 11, 2026+16+31
Mon, Oct 12, 2026+13+818
Tue, Oct 13, 2026+17+37
Wed, Oct 14, 2026+13+419
Thu, Oct 15, 2026+16+147
Fri, Oct 16, 2026+9+415
Sat, Oct 17, 2026+30+43
Sun, Oct 18, 2026+23+101
Mon, Oct 19, 2026+17+78
Tue, Oct 20, 2026+19+24
Wed, Oct 21, 2026+13+29
Thu, Oct 22, 2026+12+211
Fri, Oct 23, 2026+17+55
Sat, Oct 24, 2026+27+63
Sun, Oct 25, 2026+24+31
Mon, Oct 26, 2026+9+46
Tue, Oct 27, 2026+9+45
Wed, Oct 28, 2026+15+38
Thu, Oct 29, 2026+5+39
Fri, Oct 30, 2026+11+23
Sat, Oct 31, 2026+22+20
Sun, Nov 1, 2026+15+10
Mon, Nov 2, 2026+17+69
Tue, Nov 3, 2026+20+23
Wed, Nov 4, 2026+23+45
Thu, Nov 5, 2026+30+111
Fri, Nov 6, 2026+18+30
Sat, Nov 7, 2026+24+57
Sun, Nov 8, 2026+25+51
Mon, Nov 9, 2026+17+35
Tue, Nov 10, 2026+12+47
Wed, Nov 11, 2026+11+62
Thu, Nov 12, 2026+7+48
Fri, Nov 13, 2026+6+49
Sat, Nov 14, 2026+4+70
Sun, Nov 15, 2026+4+00
Total+887+235367
  • 1#1 on the list
  • 7Rank that day
  • Not trending
1

    • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    May 28 – Sep 16, 2025Best #4

    #1#5#10#15#20#25
    Top 10
    Jan 2024JulJan 2025JulJan 2026Jul
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about ccxt/ccxt, and every badge it has earned
    1. Nov 131 post

      • 🚨my Grok Bot turned $500 into $11,642 trading perps in 24 hours 72 trades in 24 hours 57 winners, 79% win rate and a max drawdown of just −4.8% holding BTC? +2.5% here are the 3 GitHub repos behind…

        Read full on X, posted by @w1nklerr

        @w1nklerr · x.com

    2. Nov 121 post

      • You can cancel TradingView Premium. You can cancel Nansen Pro. You can cancel Glassnode. That's $188 a month you stop paying. 6 open source repos + Claude Code do the heavy lifting:

        Read full on X, posted by @fxlxsxf

        @fxlxsxf · x.com

    3. Nov 102 posts

      • The "Jane Street trading agent" isn't a trading agent. I opened the official repo. It's a Socratic tutor: skill map, one question at a time. Fable 5.2 is a new Claude model. Neither places a trade.…

        Read full on X, posted by @traderatlas_

        @traderatlas_ · x.com

      • The "Jane Street trading agent" isn't a trading agent. I opened the official repo. It's a Socratic tutor: skill map, one question at a time. Fable 5.2 is a new Claude model. Neither places a trade.…

        Read full on X, posted by @traderatlas_

        @traderatlas_ · x.com

    4. 7 days earlier
    5. Nov 31 post

      • THIS SHOULD BE F*CKING ILLEGAL A BOT ON POLYMARKET SPENT ONE MONTH ON 15-MINUTE CRYPTO BETS AND GREW $313 INTO $438,000 No human fires off 700 predictions in 3 days. It worked Bitcoin, Ethereum,…

        Read full on X, posted by @kirisando

        @kirisando · x.com

    6. Nov 21 post

      • 订单显示「已结束」，就算全部成交了？ 看条件单，别只盯状态。先核对实际成交数量，再查触发后的子订单，确认仓位变化。 订单走完流程，和订单成交了多少，是两回事。你的日志分开记了吗？ #EdgePilot #量化交易

        Read full on X, posted by @EdgePilot_zh

        @EdgePilot_zh · x.com

    7. Oct 311 post

      • 2026 年底开源 Crypto Trading 栈已经分层清晰： 策略研发闭环仍是 Freqtrade，做市/套利是 Hummingbot，高性能引擎是 NautilusTrader，底层连接是 CCXT。 AI Agent 层目前最成体系的是 Hummingbot 官方的 Condor，把 LLM 决策接到确定性执行上。 这些项目给的是工具链，不是 alpha。真正的难点还在…

        Read full on X, posted by @sUPineFRStu

        @sUPineFRStu · x.com

    8. 7 days earlier
    9. Oct 241 post

      • 准备做Ai Agent自动交易的兄弟们一定要参考的免费开源软件： 加密货币交易机器人（主力） Freqtrade（约55k⭐）：Python全功能Bot，回测+Hyperopt优化+FreqAI机器学习+Telegram/Web UI，支持多交易所（via CCXT）。目前最活跃、最完整的策略开发框架。 Hummingbot（约20k⭐）：专注做市、跨所套利、资金费率套利，CEX+DEX覆盖广。…

        Read full on X, posted by @bi_9527zx

        @bi_9527zx · x.com

    10. Oct 211 post

      • 每個交易所的 API 都長不一樣 寫到想砸電腦 ccxt 把一百多家交易所接成同一套寫法 抓K線 查餘額 下單 一樣的程式碼換個名字就能跑 現在叫AI寫交易腳本 它幾乎都先用這個 很多量化機器人底層也是它 開源 在github上已經累積4.4萬顆星星

        Read full on X, posted by @CheLong777

        @CheLong777 · x.com

    11. 11 days earlier
    12. Oct 101 post

      • 量化交易最容易卡住的地方，往往不是不会写代码，而是不知道从学习、选策略到回测和接入交易所该用什么工具。 这 6 个 GitHub 项目，刚好可以串起一条实践路线： 1. awesome-quant：量化资源索引，数据、回测、风控和交易相关项目都能从这里找 2. machine-learning-for-trading：27 章教程配套 Notebook，覆盖从数据处理到策略构建 3.…

        Read full on X, posted by @SaralovesX

        @SaralovesX · x.com

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