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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.

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# 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!

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Quick Start

Get up and running with RepoMaster in minutes

1

Install RepoMaster

Clone the repository and install dependencies:
git clone https://github.com/QuantaAlpha/RepoMaster.git
cd RepoMaster
pip install -r requirements.txt
2

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
3

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
4

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

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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

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Key Features

Everything you need for autonomous task execution

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Autonomous Execution

Intelligent agents autonomously find, analyze, and execute tasks using GitHub repositories

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Multi-Agent Orchestration

Specialized agents collaborate seamlessly—Deep Search, Programming, and Repository agents

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Multiple LLM Providers

Support for OpenAI, Claude, DeepSeek, Gemini, and more—use your preferred model

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Ready to Get Started?

Join researchers and developers using RepoMaster to unlock the power of GitHub’s open source ecosystem

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