Awesome Mojo🔥

A curated list of awesome Mojo🔥 frameworks, libraries, software and resources.

If you want to contribute, please read this guide.

Table of contents

• Applications
  • Audio/Sound/Music
  • Bioinformatics
  • Database
  • Games
  • Math
  • Physics
  • Sorting
  • Serverless
  • Wireless Communication
• Code Contests
  • Advent of Code 2023
• Development tools
• Libraries
  • AI
  • CLI
  • Date & Time
  • Data Structures
  • FFI / Interop
  • Logging
  • 2D/3D Graphics
  • UI
  • Math
  • Networking
  • System
  • Text & Parsing
  • Web
• Resources
  • Official
  • Social Media
  • Newsletters
  • Videos
  • Presentations
  • Podcasts
  • Interviews
  • Articles
  • Tutorials
  • Benchmarks
• License

🖥️ Applications

Audio / Sound / Music

• mojo-wav - Native wav file loading for the Mojo🔥

Bioinformatics

• MojoFastTrim - Experimental 'FASTQ' parser and quality trimmer written in mojo.
• mojomics - A collection of Jupyter notebooks and resources to empower bioinformatics researchers with the tools and insights they need to accelerate their projects.

Database

• firedis - An implementation of Redis in the Mojo programming language.
• MojoVec - Vector Database (HNSW)

Games

• chess.mojo - The first UCI chess engine in Mojo. (Not maintained anymore. Educational only.)
• Larecs🌲 - A performance-oriented archetype-based entity component system (ECS) for Mojo🔥.

Math

• mojo-prefix-sum - Implementation of prefix sum as a scalar operation and with SIMD.
• quine-mccluskey-mojo - Implementation of Quine-McCluskey with Petrick's Method

Physics

• Quojo - A Quantum Computing Machine written in Mojo
• Ember - A Quantum Computing Platform implemented in Mojo 🔥.
• bajo - A pure-Mojo parallel physics simulator for running thousands of reinforcement learning and robotics environments on a GPU.

Sorting

• mojo-sort - Implementation of different sorting algorithms in Mojo.
• sort-networks-mojo - Highly optimized sorting networks for small datasets (0-64 elements).

Serverless

• mojojojo - Serverless Python execution with per-millisecond billing; numeric loops are transpiled to Mojo and cached. Hosted at mojojojo.cc.

Wireless Communication

• mocodes - An error correction (de)coding library in pure Mojo.

AI

• Stable-Diffusion.mojo - A Mojo implementation of a mini Stable Diffusion model.

🥇 Code Contests

Advent of Code 2023

• advent-of-code - By isuckatcs
• aoc2023 - By p88h

🛠️ Development Tools

• arch-mojo - Script to install Mojo on ArchLinux.
• c-mojo-bridge - A powerful CLI tool to generate Mojo bindings from C API headers.
• py2mojo - Automated Python to Mojo code translation.
• MojoPkgWorkflow - Packaging Mojo🔥 via GitHub Action Script.
• menv - Mojo venv.
• mojo-pytest - Mojo test runner, pytest plugin (aka pytest-mojo).
• mojo-syntax - Mojo🔥 syntax highlighting extension for vim/neovim.
• Modo🧯 - Markdown documentation generator (DocGen) for Mojo🔥.
• mojosub - Compile a subset of Python to Mojo, cache by content hash, and dispatch native kernels from CPython.
• mojojojo-compiler - Mojo-native hybrid compiler for arbitrary Python used by the mojojojo runtime.
• mojo-factory - Autonomous pipeline that ports Python libraries to Mojo and publishes each port as an open-source mojo-* repository.

🗂️ Libraries

• Mojo_community-lib - Community based effort to create libraries/utilities in Mojo🔥.
• Mojo Shims - Utils for Mojo projects.
• mojo-hash - A collection of hash functions implemented in Mojo.
• mojo-console-style-print - Style the output of the console.
• gojo - Experiments in porting over Golang stdlib into Mojo.
• gld-kiln - A frozen, positional, little-endian wire format implemented from scratch in Mojo, with golden-file-tested codecs in 11 languages.

AI

• Modular Engine - Modular's AI inference engine.

• llama2.mojo - Implementation of llama2.c in Mojo.

• mojograd — Implementation of Karpathy's micrograd in Mojo.

• Micro-Mojograd - Implementation of Karpathy's micrograd in Mojo.

• Mojo-Arrays - Vectorized N-Dimensional Arrays in native Mojo.

• Endia — Dynamic Array Library in Mojo 🔥: Automatic Differentiation, Complex Numbers and JIT-compilation with MAX.

• EasyDeL - An OpenSource Library to make your training faster and more Optimized With cool Options for training and serving Both in Python And Mojo🔥.

• gradi-mojo - Implementation of a simple gradient descent problem in Python, Numpy, JAX, C++ (binding with Python) and Mojo.

• momograd - A Learning Journey: Micrograd in Mojo.

• Basalt - A Machine Learning framework from scratch in Pure Mojo.

• Mojmelo - Machine Learning algorithms in pure Mojo 🔥

• mojojojo-agent - Open-source coding agent with native search and execution against the mojojojo runtime.

• Strata - Machine Learning with Scikit-Learn ergonomics written in Mojo for Mojo. Strict traits, static polymorphism, and generic SIMD types make it extremely fast.

• mojolearn - GPU machine learning in Mojo for training and inference. In identical mode, mojolearn returns the same bits on Apple, NVIDIA and AMD GPUs.

• noeira - An end-to-end reinforcement learning framework written entirely in Mojo, with GPU acceleration and 40+ algorithms.

• algenta-sdk - Python and TypeScript SDKs for the Algenta governed decision engine, whose compute kernels are written in Mojo.

• algenta-integrations - Ten framework integrations (LangChain, LlamaIndex, pydantic-ai, n8n, vLLM, and more) mapping Algenta's governed tool profiles onto agent frameworks.

CLI

• prism - Mojo CLI Library modeled after Cobra.
• mog - Style definitions for nice terminal layouts.
• ArgMojo - A command-line argument parser library for Mojo, inspired by Python's argparse, Rust's clap, and Go's cobra, and other popular libraries.

Date & Time

• mo-time - It's time for a time pkg in Mojo🔥.
• morrow.mojo - Morrow is a Mojo library that provides human-friendly method for managing, formatting, and transforming dates, times, and timestamps.

Data Structures

• Mojo-Types - Some useful types and functions for use in Mojo code.
• mojo-trees - Experimental Tree data structures in Mojo.
• mojo-magiclist - Multi-type list using mojo builtin object, with type checking.
• mojoDataStructures - Array based data structures with types in Mojo
• compact-dict - A fast and compact Dict implementation in Mojo 🔥
• deque - Deque (double-ended queue) implementation in Mojo.

FFI / Interop

• mojo-libc - Mojo's libc support.

• mojo-ffi - Notes and recipes about how to call C functions from Mojo and other tricks.

• mojo-quickstart - Call signed Mojo compute kernels from Mojo and Python through a stable C-ABI boundary, with a pixi and rattler-build recipe.

Logging

• stump - WIP Logger! Inspired by charmbracelet's log package and the Python structlog package.

2D/3D Graphics

• wgpu-mojo - Wgpu-native binding for Mojo🔥.
• mojo-sdl - Minimal SDL2 binding for Mojo🔥.
• momanim - A CPU- and GPU-accelerated 2D animation framework inspired by Manim.

UI

• mojo-qt - Demo of integrating Qt6 UI with Mojo🔥.
• CombustUI - CombustUI is a GUI library for Mojo, building on from C++'s FLTK (Fast Light Toolkit)

Math

• Infrared - Geometric Algebra for Mojo🔥.
• Specials - Special functions with hardware acceleration.
• NuMojo - A library for numerical computing in Mojo 🔥 similar to NumPy, SciPy in Python.
• Decimo - (formerly DeciMojo) An arbitrary-precision integer and decimal library for Mojo, inspired by Python's int and Decimal.
• SciJo - A high-performance scientific computing library for Mojo, offering SciPy-like functionality.
• StaMojo - A statistical computing library for Mojo, inspired by scipy.stats and statsmodels in Python.
• dsplib-mojo - A digital signal processing library for Mojo, aiming to be an educational resource.
• hackathon-fft - A portable N-dimensional Fast Fourier Transform implementation for CPUs and GPUs.

Networking

• mojo-net - TCP, UDP, DNS, Unix sockets, and readiness polling for Mojo.
• mojo-tls - Strict TLS 1.2 and TLS 1.3 streams for Mojo.
• mojo-http2 - HPACK and HTTP/2 with h2c and TLS transports for Mojo.
• protomojo - Protocol Buffers runtime and protoc plugin for Mojo.
• grpc-mojo - gRPC client and server runtime for Mojo.
• floki - A requests-like HTTP client for Mojo, powered by libcurl.

System

• mojo-stdlib-extensions - A replica of Python's stdlib in Mojo.
• mojo-dotenv - Load environment variables from .env files. 98%+ compatible with python-dotenv. Features variable expansion, multiline values, escape sequences, and auto-discovery. 42 comprehensive tests.
• mojo-toml - TOML 1.0 parser and writer for Mojo. Complete implementation with array-of-tables, alternative number bases, and partial TOML 1.1 support. 168 comprehensive tests.
• mojo-kafka - Apache Kafka client for Mojo — librdkafka bindings with a Pythonic producer / consumer / admin API.
• mojo-tar - A tar archive reader and writer in pure Mojo, supporting ustar, GNU, and pax formats.
• mojo-redis - A RESP2 Redis client in pure Mojo, with a redis-py-shaped API.

Text & Parsing

• mojo-xml - General-purpose XML parsing in pure Mojo, with an ElementTree-shaped DOM.
• mojo-html - Liberal HTML parsing and readability article extraction in pure Mojo.
• mojo-markdown - CommonMark parser and HTML renderer in pure Mojo, at 98.6% spec conformance.
• mojo-feed - RSS, Atom, and JSON Feed parsing in pure Mojo, with no dependencies.
• mojo-url - URL parsing, building, and query-string encoding in pure Mojo.
• mojo-captions - SRT and WebVTT subtitle parsing in pure Mojo, with speaker and voice-span support.
• mojo-template - A Jinja-flavored template engine in pure Mojo.
• mojo-diff - Myers text diff and unified-diff output in pure Mojo.
• mojo-unicodedata - Unicode normalization (NFC/NFD/NFKC/NFKD) and casefold in pure Mojo.
• safetensors.mojo - Independent Safetensors format implementation in pure Mojo.

Web

• Lightbug - Simple and fast HTTP and Web framework for Mojo🔥.
• EmberJson - An ergonomic JSON library in pure Mojo🔥.
• req.mojo - A synchronous HTTP/1.1 client for Mojo, powered by libcurl, with persistent connections, cookies, JSON, and streaming responses.

Image Processing

• Jpeg-Decoder - A compact JPEG image decoder implemented in Mojo🔥.
• mimage - An image decoding library implemented in Mojo 🔥.
• mojo-image-reader - A native Mojo 🔥 image reader (JPG, BMP, PNG, GIF) with PPM/PAM/PFM export and Python/NumPy interoperability.

📚 Resources

Official

• Download Mojo
• Mojo Docs
  • Why Mojo
  • Get started
  • Programming manual
  • Mojo Modules
  • Mojo Notebooks
  • Changelog
  • FAQ
  • Roadmap

Social Media

• Official Discord Server

Newsletters

• Modverse - Official newsletter by Modular where you can discover the latest updates across the Modverse.
• Learn Mojo - All things Mojo.

Videos

• Modular Product Launch 2023 Keynote - Modular team launch event presenting also the Mojo language.
• Modular Live Stream #1 - Modular team answer questions from the community.
• Modular Live Stream #2 - Modular team demonstrate installing and using Mojo locally.
• Using Mojo with Docker containers - By Shashank Prasanna.
• Getting started with the Mojo SDK - By Shashank Prasanna.
• Mojo: Full Course for Beginners - By Elliot from freeCodeCamp.
• Mojo Language - Mojo tutorials by Active Learning.
• An Introduction to Mojo - By Suvash Thapaliya
• Introduction to Tensors in Mojo🔥 - By Shashank Prasanna.
• The Mojo Programming Language - By Polyglot Engineer.
• Cross Platform Mojo App with Conda, PyTorch and Matplotlib - By Modular.

Presentations

• Mojo 🔥 - A systems programming language - Presented at LLVM 2023

Podcasts

• Chris Lattner at Latent Space - Doing it the Hard Way: Making the AI engine and language of the future, with Chris Lattner of Modular.
• Chris Lattner at AI Chat - Modular CEO on raising 100M to fix AI infrastructure for developers.
• Chris Lattner at StackOverflow - Mojo: The usability of Python with the performance of C.
• Chris Lattner at Syntax - Mojo and AI.
• Chris Lattner at The Pragmatic Engineer - From Swift to Mojo and high-performance AI.

Interviews

• Tim Davis at Unite AI - Tim Davis, Co-Founder & President of Modular, Interview Series.
• Chris Lattner at Lex Fridman - Chris Lattner discussing the Future of Programming and AI with Lex Fridman.

Articles

• How Mojo🔥 gets a 35,000x speedup over Python – Part 1 - By Abdul Dakkak (Modular AI Compiler Engineer).
• How Mojo🔥 gets a 35,000x speedup over Python – Part 2 - By Abdul Dakkak (Modular AI Compiler Engineer).
• Mojo🔥 - A journey to 68,000x speedup over Python - Part 3 - By Abdul Dakkak (Modular AI Compiler Engineer).
• Mojomics: Supercharging bioinformaticians with 🔥 - By TrainCheck.
• Mojo does give superpowers - Implementation of a simple gradient descent problem in Python, Numpy, JAX, C++ (binding with Python) and Mojo.
• Community Spotlight: How I built llama2.🔥 - By Aydyn Tairov.
• Mojo🔥 is now available on Mac - By Shashank Prasanna.
• Faster prefix sum computation with SIMD and Mojo - By Maxim Zaks.
• ModCon: Awesome to the MAX - By Ilya Podobedov.

Tutorials

• Mojo Dojo - Learning resources for Mojo by Jack Clayton.
• Counting chars with SIMD in Mojo - By Maxim Zaks.
• Simple CSV parser in Mojo - Parsing 400MB per second with less than 80 lines of 🔥 by Maxim Zaks.
• A high level introduction to FibyTree - By Maxim Zaks.
• 🔥 FibyTree vs. 🐍 Set and SortedSet - By Maxim Zaks.
• LLVM_SYMBOLIZER_PATH fix - Guide for fixing the LLVM_SYMBOLIZER_PATH error some users were reporting.
• mojo-learning - Repos of tutorials.
• Installing Mojo in a Gitpod instance
• Exploring Vectors in Mojo - By Alex Forger.
• Getting started with Mojo - By John Johnson Okah.
• Multi-core (parallelize) with simd - by rd4com.
• Mojo Gym - Small exercises to practice the basics of the Mojo programming language. Inspired by Rustlings project. Ideal for developers who are new to Mojo but know basics of Python.
• Using Mojo🔥 with Python🐍 - By Jack Clayton.
• Custom bitwidth integers in Mojo - By Jim Chng.
• Poor persons package management in Mojo - By Maxim Zaks.
• Mojo Quest - Learn Mojo by solving coding challenges at a fictional robotics company.

Books

• Learn Mojo Programming Language - Free comprehensive book on Mojo with examples and illustrations.
• Mojo Miji - A Guide to Mojo Programming Language from A Pythonista's Perspective - A comprehensive online book on Mojo, written specifically for Pythonistas transitioning to the language.

Benchmarks

• Llama2 Port on Mac M1 Max - Llama2 Ports Extensive Benchmark Results on Mac M1 Max.

📜 License