🤝 Contribute to Our Projects

🌱

New to open source? We welcome first-time contributors! Every repo has good first issues labeled and ready. No experience required — we'll help you through your first PR.

🚀 Featured Projects

Our most active projects that would benefit most from your contributions.

Featured

🛡️

CyberShellX Nexus

AI-powered cybersecurity command center with threat detection, network scanning, and security response tools.

TypeScriptReactExpresshelp wantedgood first issue

🎯 Find an Issue 📦 View Repo

Featured

🔀

ProxyGateLLM

LLM proxy gateway with multi-provider routing, load balancing, and fallback chains for AI applications.

Node.jsPythonAIhelp wantedgood first issue

🎯 Find an Issue 📦 View Repo

Featured

🧠

Mnemosyne

Knowledge management system with AI-powered linking, semantic search, and knowledge graph visualization.

ReactTypeScriptAIhelp wantedgood first issue

🎯 Find an Issue 📦 View Repo

Featured

🤖

Kalen (MCP Server)

Model Context Protocol server with multi-provider AI integration for tool communication.

TypeScriptMCPAIhelp wantedgood first issue

🎯 Find an Issue 📦 View Repo

Featured

📱

OpenCode Android

Full-featured Android code editor with AI-powered completion, syntax highlighting, and git integration.

KotlinAndroidAIhelp wantedgood first issue

🎯 Find an Issue 📦 View Repo

📋 All Projects

Browse all 28 open source projects. Each has contributor guides and good first issues.

🌐

AI-MultiColony-Ecosystem

Multi-colony AI ecosystem framework with autonomous agent coordination

help wanted good first issue

🎯 Issues 📦 Repo

🤖

Agentic-AI-System_OLD

Legacy agentic AI system architecture (archived reference)

help wanted good first issue

🎯 Issues 📦 Repo

🔐

BioWallet

Biometric-secured crypto wallet concept with multi-factor authentication

help wanted good first issue

🎯 Issues 📦 Repo

✂️

Clipper-AI

AI-powered clipboard manager with smart categorization

help wanted good first issue

🎯 Issues 📦 Repo

🏢

Dhaher-Corporation

Corporate management system with integrated analytics dashboard

help wanted good first issue

🎯 Issues 📦 Repo

💡

GlowPilot

Smart ambient lighting controller with AI-driven scene optimization

help wanted good first issue

🎯 Issues 📦 Repo

💹

HermesQuantOS

Quantitative trading operating system with real-time market analysis

help wanted good first issue

🎯 Issues 📦 Repo

🎯

Misi-Screener

Mission screening and task prioritization tool with ML scoring

help wanted good first issue

🎯 Issues 📦 Repo

🔨

PromptForgeAI

AI prompt engineering toolkit with testing and optimization workflows

help wanted good first issue

🎯 Issues 📦 Repo

🔀

ProxyGateLLM

LLM proxy gateway with multi-provider routing and load balancing

help wanted good first issue

🎯 Issues 📦 Repo

📈

Quant-Nanggroe-AI

AI-powered quantitative analysis platform for Southeast Asian markets

help wanted good first issue

🎯 Issues 📦 Repo

🎯

SolSniperX

Solana blockchain sniper bot with MEV protection features

help wanted good first issue

🎯 Issues 📦 Repo

📊

Trading-Plan-AI-Interactive

Interactive trading plan builder with AI-driven risk assessment

help wanted good first issue

🎯 Issues 📦 Repo

📶

WifiToolX

WiFi network analysis and security auditing toolkit

help wanted good first issue

🎯 Issues 📦 Repo

⚡

ZeroInject

Dependency injection framework for zero-overhead runtime performance

help wanted good first issue

🎯 Issues 📦 Repo

🧬

autonomous-organism

Self-evolving AI agent system with emergent behavior patterns

help wanted good first issue

🎯 Issues 📦 Repo

🏙️

berlin-spa

Berlin-style SPA architecture with micro-frontend composition

help wanted good first issue

🎯 Issues 📦 Repo

🛡️

cyber-shell-x-nexus

Cybersecurity command center with AI-powered threat detection and response

help wanted good first issue

🎯 Issues 📦 Repo

👨‍👩‍👧

famlyzer-ai

AI-powered family financial analyzer with budget optimization

help wanted good first issue

🎯 Issues 📦 Repo

👻

ghoststudio-ai

AI-assisted creative studio for content generation and editing

help wanted good first issue

🎯 Issues 📦 Repo

🤖

kalen

MCP (Model Context Protocol) server with multi-provider AI integration

help wanted good first issue

🎯 Issues 📦 Repo

🧠

mnemosyne

Knowledge management system with AI-powered linking and retrieval

help wanted good first issue

🎯 Issues 📦 Repo

📡

nanggroe-iot

IoT device management platform for smart infrastructure monitoring

help wanted good first issue

🎯 Issues 📦 Repo

📝

narae

Minimalist task management with natural language processing

help wanted good first issue

🎯 Issues 📦 Repo

🔧

oke-mekanik-mobile-service

Mobile service management app for automotive repair businesses

help wanted good first issue

🎯 Issues 📦 Repo

📱

opencode-android

Android code editor with AI-powered code completion and analysis

help wanted good first issue

🎯 Issues 📦 Repo

💱

pase-fx

Foreign exchange rate tracker with predictive analytics

help wanted good first issue

🎯 Issues 📦 Repo

🧘

yoga-wibawa-mandiri

Community management platform for wellness businesses

help wanted good first issue

🎯 Issues 📦 Repo

🗺️ How to Contribute

Getting started is easy. Follow these steps to make your first contribution.

Choose a Project
Browse the projects above and find one that interests you. Look for the good first issue label.
Fork & Clone
Click "Fork" on the repo page, then clone your fork: git clone https://github.com/YOUR-USERNAME/REPO-NAME.git
Create a Branch
Create a feature branch: git checkout -b my-fix-or-feature
Make Changes
Fix the bug, add the feature, improve the docs, or write tests. Any contribution matters!
Commit & Push
Commit with a clear message: git commit -m "Fix: description of change" then push to your fork.
Open a Pull Request
Go to the original repo and click "New Pull Request". Fill in the template and submit!
Review & Merge
We'll review your PR promptly. Don't worry if we ask for changes — it's normal and helpful!

💡 Ways to Help

You don't have to write code to contribute. Here are many ways to help:

🐛

Report Bugs

Found a bug? Report it using our issue templates. Every bug report helps improve the project.

📖

Improve Docs

Fix typos, add examples, clarify instructions. Documentation improvements are always welcome.

🧪

Write Tests

Add unit tests, integration tests, or e2e tests. Better test coverage means more reliable software.

🌐

Translate

Help make projects accessible to more people by adding translations and i18n support.

🎨

Design & UI

Improve user interfaces, create mockups, suggest UX improvements, or design assets.

⭐

Star & Share

Star repos you like and share them on social media. Visibility helps projects grow!