19 best JavaScript Algorithmic Trading libraries in 2023
by sureshbabu Updated: Dec 27, 2022
Guide Kit
Providing access to financial market data, back testing, optimization, live trading capabilities, a wide range of cryptocurrency exchanges, and tools to retrieve and analyze data from different platforms for your application using JavaScript algorithmic trading libraries. JavaScript is a programming language commonly used to create interactive features on websites and can also be used to build algorithmic trading systems. In algorithmic trading, deals are automatically executed by computers based on pre-established rules and circumstances.
You would need a solid command of JavaScript and familiarity with terms like variables, functions, loops, and data structures to construct an algorithmic trading system in the language. You would also need to know how to transmit orders to a brokerage or trading platform and how to retrieve and evaluate financial data like stock prices and trade volumes.
To create an algorithmic trading system in JavaScript, consider these steps:
- Choose the trading approach you want to use.
- Create a set of criteria and guidelines that will use to execute trades automatically.
- Obtain financial information from a database or stock market, for example.
- Apply JavaScript to the data analysis.
- To automatically execute transactions, join a trading platform or brokerage.
For creating algorithmic trading systems, several JavaScript libraries can be helpful. A few choices are "ccxt": with the help of this library, you may access a variety of cryptocurrency exchanges, extract and analyze their data, and execute trades automatically. Both the REST and WebSocket APIs are supported; “gecko”; “binance-trading-bot”; “superalgos”; “crypto-trading-bot”; and more.
Check out the below list to find the best JavaScript algorithmic trading libraries for your application development:
ccxtby ccxt
A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
ccxtby ccxt
Python
28319
Version:Current
License: Permissive (MIT)
gekkoby askmike
A bitcoin trading bot written in node - https://gekko.wizb.it/
gekkoby askmike
JavaScript
9946
Version:v0.6.8
License: Permissive (MIT)
binance-trading-botby chrisleekr
Automated Binance trading bot - Trade multiple cryptocurrencies. Buy low/sell high with Grid Trading. Integrated with TradingView technical analysis
binance-trading-botby chrisleekr
JavaScript
4469
Version:v0.0.98
License: Permissive (MIT)
Superalgosby Superalgos
Free, open-source crypto trading bot, automated bitcoin / cryptocurrency trading software, algorithmic trading bots. Visually design your crypto trading bot, leveraging an integrated charting system, data-mining, backtesting, paper trading, and multi-server crypto bot deployments.
Superalgosby Superalgos
JavaScript
3389
Version:1.5.0-20230527
License: Permissive (Apache-2.0)
crypto-trading-botby Haehnchen
Cryptocurrency trading bot in javascript for Bitfinex, Bitmex, Binance, Bybit ... (public edition)
crypto-trading-botby Haehnchen
JavaScript
2800
Version:Current
License: Permissive (MIT)
technicalindicatorsby anandanand84
A javascript technical indicators written in typescript with pattern recognition right in the browser
technicalindicatorsby anandanand84
JavaScript
1967
Version:v2.0
License: Permissive (MIT)
cryptocurrency-arbitrageby manu354
A cryptocurrency arbitrage opportunity calculator. Over 800 currencies and 50 markets.
cryptocurrency-arbitrageby manu354
JavaScript
1075
Version:v1.5
License: Strong Copyleft (GPL-3.0)
node-binance-traderby jsappme
💰 Cryptocurrency Trading Strategy & Portfolio Management Development Framework for Binance. 🤖 Follow open NBT trading signals at
node-binance-traderby jsappme
JavaScript
823
Version:0.5.0
License: Permissive (MIT)
algotraderby torreyleonard
Simple algorithmic stock and option trading for Node.js.
algotraderby torreyleonard
JavaScript
591
Version:2.4.9
License: Permissive (Apache-2.0)
crypto-exchanges-gatewayby aloysius-pgast
Your gateway to the world of crypto !
crypto-exchanges-gatewayby aloysius-pgast
JavaScript
553
Version:1.13.1
License: No License
btcrobotby philsong
Golang bitcoin trading bot, it features multiple trading methods using technical analysis
btcrobotby philsong
JavaScript
479
Version:Current
License: Others (Non-SPDX)
node-steam-tradeoffer-managerby DoctorMcKay
Simple and sane Steam trade offer management
node-steam-tradeoffer-managerby DoctorMcKay
JavaScript
414
Version:v2.10.5
License: Permissive (MIT)
gekkogaby gekkowarez
Genetic Algorithm for solving optimization of trading strategies using Gekko
gekkogaby gekkowarez
JavaScript
300
Version:Current
License: No License
automated-tradingby bevry-trading
Automated Trading: Trading View Strategies => Bitfinex, itBit, DriveWealth
automated-tradingby bevry-trading
JavaScript
278
Version:Current
License: No License
bitimulateby velopert
Simulated cryptocurrency trading system
bitimulateby velopert
JavaScript
260
Version:Current
License: Strong Copyleft (GPL-3.0)
jiji2by unageanu
Forex algorithmic trading framework using OANDA REST API.
jiji2by unageanu
JavaScript
212
Version:Current
License: No License
real-time-chartsby MKwenhua
Real Time Market Trading Platform
real-time-chartsby MKwenhua
JavaScript
183
Version:Current
License: No License
bitprophetby andresilvasantos
Node crypto trading platform for Binance exchange.
bitprophetby andresilvasantos
JavaScript
179
Version:0.6.16
License: Permissive (MIT)
react-trading-uiby youfoundron
Component library for trading applications 😰📉💸
react-trading-uiby youfoundron
JavaScript
167
Version:Current
License: No License