Free & Open Source

FrogCode: Leap Frog Your Competition

The AI coding assistant that's perfect for beginners learning to code, yet packed with advanced AI tools for seasoned developers. Make it 10x more productive, completely free.

terminal
$ npx frogcode@latest
483,352AI Models Available

What is FrogCode?

FrogCode is a free and open-source AI coding assistant built on top of OpenCode.ai. Whether you're just starting your coding journey or you're a seasoned developer, FrogCode meets you where you are.

Beginners love the intuitive interface and helpful guidance that makes learning to code feel like an adventure. Experienced developers appreciate access to the most powerful AI models on the planet—all while collecting frogs along the way.

With 483,352 models powered by Friendli.ai's lightning-fast inference infrastructure, you have access to an unprecedented selection of AI models—from lightweight helpers to massive custom-trained LLMs.

Key Features

Everything you need to code faster, smarter, and have more fun doing it

🎓

Perfect for Learning

Beginner-friendly interface with intelligent code suggestions, helpful explanations, and step-by-step guidance that makes learning to code feel natural and fun.

🧠

483,352 AI Models

Powered by Friendli.ai's blazing-fast inference. Access everything from lightweight assistants to massive 480B parameter models. Choose the perfect model for any task.

🚀

Lightning-Fast Assistance

Get intelligent code completion, debugging help, and architectural guidance in real-time. Works seamlessly whether you're writing your first function or optimizing complex systems.

🎮

Gamified Experience

Unlock new frog species by exploring different AI models. The more you code and learn, the more frogs join your digital pond.

🔧

Complete Development Tools

Full IDE integration with real-time error detection, code navigation, refactoring tools, debugging support, and version control integration.

🌍

Universal Compatibility

Works seamlessly with 200+ programming languages, all major IDEs (VS Code, Cursor, Zed), and cloud platforms (AWS, GCP, Azure).

🎨

Fully Customizable

Personalize your coding environment with custom themes, syntax highlighting, and animated pond backgrounds that match your style.

📊

Track Your Progress

Monitor your coding journey with productivity metrics, learning progress, code quality insights, and team collaboration through shared frog ecosystems.

What You Can Build

From your first website to training custom AI models, FrogCode grows with you

Beginner

Design Websites

Create beautiful, responsive websites with HTML, CSS, and JavaScript. Get real-time feedback and design suggestions.

Intermediate

Build Mobile Apps

Develop iOS and Android apps using React Native, Flutter, or Swift. Debug faster with intelligent error detection.

Intermediate

Backend APIs

Build scalable REST and GraphQL APIs with Node.js, Python, Go, or Rust. Optimize performance and security.

Advanced

Database Architecture

Design complex database schemas, write optimized queries, and manage data pipelines across SQL and NoSQL systems.

Advanced

Microservices & DevOps

Architect distributed systems, containerize with Docker, orchestrate with Kubernetes, and automate CI/CD pipelines.

Advanced

Machine Learning Models

Build and train neural networks with PyTorch, TensorFlow, or JAX. Deploy ML models to production at scale.

Expert

Custom LLM Training

Fine-tune and train custom large language models. Optimize inference, implement RLHF, and deploy specialized AI systems.

All Levels

Anything You Imagine

From automating tasks to building the next big thing. FrogCode adapts to your skill level and helps you achieve your goals.

How It Works

Get up and running in minutes with our simple setup process

1

Install & Setup

Get started in seconds with our one-line installation:

npx frogcode@latest
2

Choose Your Environment

FrogCode automatically detects your project type and provides the perfect setup for Python, JavaScript/TypeScript, or system programming.

3

Start Coding

Watch as your productivity leaps forward with context-aware suggestions, auto-completion, error prevention, and code quality improvements.

4

Grow Your Collection

Each feature you explore rewards you with new frog species. From Common Frogs to rare Goliath Frogs!

Frog Collection System

Unlock powerful features and capabilities as you collect rare frogs. Each frog grants unique benefits to supercharge your development workflow.

🐸
⭐⭐⭐⭐⭐

Common Frog

Start your journey

Unlocks:

  • ✓Access to basic AI models
  • ✓Code suggestions
  • ✓Syntax highlighting
🐸
⭐⭐⭐⭐⭐

Tree Frog

Complete 10 coding sessions

Unlocks:

  • ✓Multi-file editing
  • ✓Advanced code navigation
  • ✓Custom themes unlocked
🐸
⭐⭐⭐⭐⭐

Glass Frog

Try 3 different AI models

Unlocks:

  • ✓Access to premium models
  • ✓Code explanation feature
  • ✓Community badge
🐸
⭐⭐⭐⭐⭐

Poison Dart Frog

Share a project with others

Unlocks:

  • ✓Priority model access
  • ✓Advanced debugging tools
  • ✓Export code templates
🐸
⭐⭐⭐⭐⭐

Goliath Frog

Build a full-stack app

Unlocks:

  • ✓All AI models unlocked
  • ✓Custom model training
  • ✓Exclusive features

Collection Milestones

Reach collection milestones to unlock game-changing rewards

3 Frogs

Explorer Tier

Unlock collaborative features and code sharing

5 Frogs

Master Tier

Access all AI models and advanced debugging tools

All Frogs

Legend Tier

Custom model training and exclusive beta features

AI Models Available

Qwen3 Coder

480B parameter model for expert-level code generation

LlamaCoder

Specialized for code completion tasks

Llama 3.1/3.3

Advanced reasoning and code understanding

Switch Models

Earn rare frog species for your collection

Browse 483,352 Models

Powered by Friendli.ai inference - explore models for every use case

Ready to use

478,536 models

GLM-4.6

zai-org

Advanced language model

Llama-3.1-8B-Instruct

meta-llama

Instruction-tuned model

Multimodal models

9,374 models

DeepSeek-OCR

deepseek-ai

OCR and document understanding

Qwen3-VL-8B-Instruct

Qwen

Vision-language model

Image understanding models

9,165 models

DeepSeek-OCR

deepseek-ai

Advanced OCR capabilities

Qwen3-VL-8B-Instruct

Qwen

Image analysis model

Video understanding models

3,030 models

MiMo-Embodied-7B

XiaomiMiMo

Video analysis model

Qwen2.5-VL-7B-Instruct

Qwen

Video understanding

Audio understanding models

13,135 models

whisper-large-v3

openai

Advanced speech recognition

whisper-large-v3-turbo

openai

Fast speech model

Explore All Models on Friendli.ai

Deploy Your Way

From instant serverless access to fully self-hosted containers, FrogCode scales with your needs while keeping costs under control

Quick Start

Serverless Endpoints

Access 483,352 models instantly with zero setup. Perfect for getting started quickly and scaling on-demand.

  • ✓Instant access to all models
  • ✓Pay-per-use pricing
  • ✓Auto-scaling infrastructure
  • ✓Global edge network
Production Ready

Dedicated Endpoints

Reserved compute resources for consistent performance and cost-efficient scaling at high volumes.

  • ✓Guaranteed performance
  • ✓Predictable costs at scale
  • ✓Priority support
  • ✓Custom configurations
Enterprise

Friendli Container

Self-hosted inference in your own environment with complete control, security, and compliance.

  • ✓Full infrastructure control
  • ✓Private cloud or on-premises
  • ✓Air-gapped environments
  • ✓50% GPU cost reduction

Blazing Fast

2x faster inference with purpose-built optimization engine

Cost Efficient

Up to 50% GPU cost reduction while maintaining performance

Secure & Private

Keep data and models within your infrastructure for compliance

Powered by Friendli.ai infrastructure