Documentation Index Fetch the complete documentation index at: https://mintlify.com/QuantaAlpha/RepoMaster/llms.txt
Use this file to discover all available pages before exploring further.
Make 100M+ GitHub Repositories Work for You RepoMaster is an autonomous AI agent framework that discovers, understands, and executes tasks using GitHub repositories. Just describe what you want—RepoMaster finds the right tools and makes them work together seamlessly.
# Natural language task
$ “Transform this photo into Van Gogh style”
# RepoMaster in action
🔍 Finding style transfer repositories…
🔧 Analyzing neural-style-tf…
⚡ Executing task…
✅ Artistic masterpiece generated!
Quick Start Get up and running with RepoMaster in minutes
Install RepoMaster
Clone the repository and install dependencies: git clone https://github.com/QuantaAlpha/RepoMaster.git cd RepoMaster pip install -r requirements.txt
Configure API Keys
Copy the example configuration and add your API keys: cp configs/env.example configs/.env nano configs/.env
Add your API keys for OpenAI, Claude, or other supported providers: OPENAI_API_KEY = your_openai_key_here SERPER_API_KEY = your_serper_key JINA_API_KEY = your_jina_key
Launch RepoMaster
Start the unified interface for the best experience: python launcher.py --mode backend --backend-mode unified
Or use the web interface: python launcher.py --mode frontend # Access at http://localhost:8501
Solve Your First Task
Describe your task in natural language: 🤖 Please describe your task: Help me scrape product data from this webpage
RepoMaster will automatically:
Search for relevant GitHub tools
Analyze and understand the repositories
Execute the task autonomously
Deliver the results
Explore RepoMaster Discover the power of autonomous AI agents
Multi-Agent System Learn how specialized AI agents work together to solve complex tasks
Repository Exploration Understand how RepoMaster discovers and analyzes GitHub repositories
Deep Search Agent Advanced web search and information synthesis capabilities
Programming Assistant Intelligent code generation and debugging support
Key Features Everything you need for autonomous task execution
Autonomous Execution Intelligent agents autonomously find, analyze, and execute tasks using GitHub repositories
Multi-Agent Orchestration Specialized agents collaborate seamlessly—Deep Search, Programming, and Repository agents
Multiple LLM Providers Support for OpenAI, Claude, DeepSeek, Gemini, and more—use your preferred model
Ready to Get Started? Join researchers and developers using RepoMaster to unlock the power of GitHub’s open source ecosystem