Top 7 Python crypto-trading Projects

nautilus_trader

1 3 5,731 10.0 Python

A high-performance algorithmic trading platform and event-driven backtester
Judoscale

judoscale.com featured

Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
intelligent-trading-bot

2 26 1,317 8.3 Python

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21

You could try a tool for trade signal generation based on machine learning and feature engineering:
https://github.com/asavinov/intelligent-trading-bot
It trains ML models based on historic data and custom features and then uses them to generate a kind of intelligent indicator between -1 and +1. This intelligent indicator is then used to make trade decisions. Frequency is a parameter and can very from 1 minute for crypto trading to 1 day for normal exchanges.
shrimpy-python

3 1 124 2.1 Python

Shrimpy’s Developer Trading API is a unified way to integrating trading functionality across every major exchange. Collect historical market data, access real-time websockets, execute advanced trading strategies, and manage an unlimited number of users.
Twitter_Activated_Crypto_Trading_Bot

4 2 115 4.4 Python

Buys crypto through keyword detection in new tweets. Executes buy in 1 second and holds for a given time (e.g. Elon tweets 'doge', buys Dogecoin and sells after 5 minutes). Tested on Kraken and Binance exchanges
RSI-divergence-detector

5 1 97 0.0 Python

RSI divergence detector finds regular and hidden bullish and bearish divergences
Tradinhood

6 1 22 0.0 Python

Programmatically trading stocks, crypto, and options with Robinhood.
cryptotrademate-backtesting-tool

7 1 2 4.8 Python

An open-source backtesting tool for traders, developers, and analysts to simulate, analyze, and optimize crypto trading strategies using advanced Python libraries and API integration.

Project mention: 7 Best Open-Source Crypto Trading Bots 2025 (Ranked & Reviewed) | dev.to | 2025-03-19

Before you go live, test your bot with historical data. This helps you see if your strategy works.
InfluxDB

influxdata.com featured

InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python crypto-trading discussion

Python crypto-trading related posts

Is NautilusTrader compatible with MetaTrader5 Python Package?

1 project | /r/algotrading | 21 Jun 2023
Using a no-code platform to create, optimize, and deploy an automated trading strategy

1 project | /r/quant | 13 May 2023
Making a trade log with python

1 project | /r/algotrading | 28 Mar 2021

Index

What are some of the best open-source crypto-trading projects in Python? This list will help you:

#	Project	Stars
1	nautilus_trader	5,731
2	intelligent-trading-bot	1,317
3	shrimpy-python	124
4	Twitter_Activated_Crypto_Trading_Bot	115
5	RSI-divergence-detector	97
6	Tradinhood	22
7	cryptotrademate-backtesting-tool	2