Supports frontend development with Angular through specialized sub-agents and project analysis
Enables automatic agent downloading from the baryonlabs/claude-sub-agent-contents repository, providing offline caching and tracking of downloaded agents
Offers project analysis and team composition recommendations optimized for Node.js applications
Supports analysis and development of React components through specialized sub-agents for frontend development
Provides specialized support for TypeScript projects through project analysis and role-specific agent recommendations
Provides specialized game development support through the game developer sub-agent with Unity expertise
🤖 Claude Agents Power
🎯 Smart Role Assignment for Development Teams - An intelligent MCP server that analyzes your project and recommends the perfect team composition from 100+ professional roles across all company departments.
🚀 Quick Start with Claude
1️⃣ Install & Configure MCP Server
Or manually configure Claude Desktop:
Add to your claude_desktop_config.json
:
2️⃣ Usage in Claude
Open Claude and try this example:
3️⃣ Verify Installation
Check that agents were downloaded:
4️⃣ Start Using Sub-Agents
Now you can use specialized roles in Claude:
📖 Table of Contents
- 🌟 Features
- 🚀 Quick Start
- 📋 Available Roles
- 🎯 Usage Examples
- 📚 Documentation
- 🛠️ Development
- 🤝 Contributing
- 📄 License
🌟 Features
🔍 Intelligent Project Analysis
- Automatically detects project type, frameworks, and complexity
- Provides smart role recommendations based on your tech stack
- Supports multi-language projects and diverse architectures
👥 100+ Professional Roles
- Technology & Engineering (20 roles): Frontend, Backend, DevOps, Security, AI/ML
- Data & Analytics (15 roles): Data Scientists, Analysts, Engineers
- Product & Design (10 roles): PM, UX/UI Designers, Researchers
- Marketing & Sales (10 roles): Digital Marketing, Growth, Content
- Operations & Management (15 roles): Project Managers, Operations
- Finance & Accounting (10 roles): CFO, Controllers, Analysts
- Human Resources (10 roles): Talent Acquisition, L&D, Culture
- Executive & Leadership (10 roles): C-Level executives and strategy
🌐 Multi-Language Support
- English: Global standards and international projects
- 한국어: Korean business context and local practices
⚡ Claude Code Integration
- Seamless integration with Claude Code via MCP protocol
- Real-time role recommendations and team composition
- One-click agent installation to your project
🌐 GitHub Integration
- Automatic agent downloading from baryonlabs/claude-sub-agent-contents
- Download tracking and usage analytics
- Offline caching for downloaded agents
- Installs to
./claude/agents/
directory structure - No need to create agent templates from scratch
🚀 Development Setup
Build from Source
MCP Configuration for Development
Add to your ~/.config/claude/mcp_servers.json
:
Analytics & Telemetry
This tool includes anonymous usage analytics (telemetry) to help improve the user experience and identify common usage patterns. The telemetry system:
- What is collected: Tool usage patterns, command frequency, error rates (no personal data)
- What is NOT collected: File contents, agent data, GitHub tokens, or any personally identifiable information
- Purpose: Understanding which features are most used, identifying common errors, improving performance
- Technology: Uses PostHog with a public API key that can only send events, not read data
Disabling Telemetry
If you prefer not to send anonymous usage data, you can disable telemetry using either of these methods:
Telemetry vs OpenTelemetry
This project uses product analytics telemetry (PostHog), not OpenTelemetry:
- Product Analytics Telemetry: Tracks user interactions, feature usage, and product metrics
- OpenTelemetry: Industry standard for distributed tracing, metrics, and logs in microservices
While both involve "telemetry", they serve different purposes. Our telemetry helps understand how the tool is used to improve the user experience, not for system monitoring or performance tracing.
Environment Variables
Configure these optional environment variables for enhanced functionality:
Method 1: Using .env file (Recommended for local development)
- Copy the example environment file:
- Edit
.env
and add your GitHub token:
Method 2: Using MCP configuration
Add environment variables directly to your MCP server configuration as shown above.
Available Variables
GITHUB_TOKEN
: GitHub personal access token for automatic issue creation when agents are not found- Create at: https://github.com/settings/tokens
- Required permissions:
public_repo
orrepo
(for private repos)
DISABLE_TELEMETRY
orDISABLE_ANALYTICS
: Set totrue
to disable anonymous usage telemetry- Telemetry is enabled by default to help improve the tool
- No personal data is collected, only anonymous usage metrics
- Example:
DISABLE_TELEMETRY=true
POSTHOG_API_KEY
: Custom PostHog API key (optional)- The tool includes a default public key for analytics
- Only set if you want to use your own PostHog project
POSTHOG_HOST
: PostHog instance URL (defaults to https://app.posthog.com)- Only needed if using a self-hosted PostHog instance
MCP Tools Reference
📋 Available Roles
🔧 Technology & Engineering (20 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Software Engineer | EN | KO | Bash, Read, Write, Edit | Full-stack development, system design |
Frontend Developer | EN | KO | Read, Write, Edit, Bash | React, Vue, Angular, UI/UX |
Backend Developer | EN | KO | Bash, Read, Write, Edit | APIs, databases, server architecture |
DevOps Engineer | EN | KO | Bash, Read, Write | CI/CD, infrastructure automation |
Data Engineer | EN | KO | Bash, Read, Write | ETL pipelines, data architecture |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
ML Engineer | EN | KO | Bash, Read, Write | Model deployment, MLOps |
Security Engineer | EN | KO | Bash, Read, Grep | Cybersecurity, threat analysis |
Cloud Architect | EN | KO | Bash, Read, Write | AWS, Azure, GCP architecture |
Mobile Developer | EN | KO | Read, Write, Edit, Bash | iOS, Android, React Native |
QA Engineer | EN | KO | Bash, Read, Write | Test automation, quality assurance |
Database Administrator | EN | KO | Bash, Read, Write | Database optimization, backup |
Network Engineer | EN | KO | Bash, Read, Write | Network infrastructure, security |
Site Reliability Engineer | EN | KO | Bash, Read, Write | System reliability, monitoring |
Blockchain Developer | EN | KO | Read, Write, Edit | Smart contracts, DeFi |
Game Developer | EN | KO | Read, Write, Edit | Unity, Unreal, game engines |
Embedded Systems Engineer | EN | KO | Read, Write, Bash | IoT, firmware, hardware |
Technical Writer | EN | KO | Read, Write, Edit | Documentation, API docs |
Solution Architect | EN | KO | Read, Write, Bash | System integration, design |
AI Researcher | EN | KO | Read, Write, Bash | Research, algorithm development |
Tech Lead | EN | KO | Read, Write, Edit, Bash | Team leadership, architecture |
📊 Data & Analytics (15 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Data Scientist | EN | KO | Bash, Read, Write | ML modeling, statistical analysis |
Data Analyst | EN | KO | Read, Write, Bash | Business insights, reporting |
Business Intelligence Analyst | EN | KO | Read, Write, Bash | Dashboards, BI tools |
Quantitative Analyst | EN | KO | Read, Write, Bash | Financial modeling, risk analysis |
Research Analyst | EN | KO | Read, Write | Market research, competitive analysis |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Analytics Engineer | EN | KO | Bash, Read, Write | Data infrastructure, modeling |
Marketing Analyst | EN | KO | Read, Write | Campaign optimization, metrics |
Financial Analyst | EN | KO | Read, Write | Financial planning, forecasting |
Operations Analyst | EN | KO | Read, Write, Bash | Process optimization, efficiency |
Product Analyst | EN | KO | Read, Write | User behavior, product metrics |
Risk Analyst | EN | KO | Read, Write | Risk assessment, mitigation |
Growth Analyst | EN | KO | Read, Write | Growth metrics, experimentation |
Customer Insights Analyst | EN | KO | Read, Write | Customer segmentation, behavior |
Pricing Analyst | EN | KO | Read, Write | Pricing strategy, revenue optimization |
Supply Chain Analyst | EN | KO | Read, Write, Bash | Supply chain optimization |
🎨 Product & Design (10 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Product Manager | EN | KO | Read, Write | Product strategy, roadmap |
Product Designer | EN | KO | Read, Write | User experience, product design |
UX Designer | EN | KO | Read, Write | User research, wireframes |
UI Designer | EN | KO | Read, Write | Visual design, prototypes |
Graphic Designer | EN | KO | Read, Write | Brand identity, visual assets |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
UX Researcher | EN | KO | Read, Write | User research, usability testing |
Product Owner | EN | KO | Read, Write | Backlog management, scrum |
Design Lead | EN | KO | Read, Write | Design system, team leadership |
Creative Director | EN | KO | Read, Write | Creative strategy, brand vision |
Interaction Designer | EN | KO | Read, Write | Interaction design, prototyping |
📈 Marketing & Sales (10 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Marketing Manager | EN | KO | Read, Write | Marketing strategy, campaigns |
Sales Manager | EN | KO | Read, Write | Sales strategy, team management |
Digital Marketing Specialist | EN | KO | Read, Write | Online advertising, SEO/SEM |
Content Marketing Manager | EN | KO | Read, Write | Content strategy, creation |
Social Media Manager | EN | KO | Read, Write | Social media strategy, community |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
SEO Specialist | EN | KO | Read, Write, Grep | Search optimization, analytics |
Brand Manager | EN | KO | Read, Write | Brand strategy, positioning |
Growth Marketing Manager | EN | KO | Read, Write | Growth hacking, experiments |
Account Manager | EN | KO | Read, Write | Client relations, account growth |
Business Development Manager | EN | KO | Read, Write | Partnerships, business growth |
⚙️ Operations & Management (15 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Operations Manager | EN | KO | Read, Write, Bash | Process optimization, efficiency |
Project Manager | EN | KO | Read, Write | Project planning, coordination |
Program Manager | EN | KO | Read, Write | Multi-project coordination |
Supply Chain Manager | EN | KO | Read, Write | Supply chain optimization |
Quality Assurance Manager | EN | KO | Read, Write, Bash | Quality processes, improvement |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Facilities Manager | EN | KO | Read, Write | Facility management, workplace |
Procurement Manager | EN | KO | Read, Write | Vendor relations, purchasing |
Logistics Manager | EN | KO | Read, Write | Logistics, delivery optimization |
Inventory Manager | EN | KO | Read, Write | Inventory control, forecasting |
Production Manager | EN | KO | Read, Write, Bash | Manufacturing, production |
Change Management Specialist | EN | KO | Read, Write | Organizational change |
Business Process Analyst | EN | KO | Read, Write | Process analysis, improvement |
Vendor Manager | EN | KO | Read, Write | Vendor management, contracts |
Compliance Manager | EN | KO | Read, Write | Regulatory compliance |
Agile Coach | EN | KO | Read, Write | Agile methodology, coaching |
💰 Finance & Accounting (10 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Chief Financial Officer | EN | KO | Read, Write | Financial strategy, corporate finance |
Financial Controller | EN | KO | Read, Write | Financial control, reporting |
Accounting Manager | EN | KO | Read, Write | Accounting operations |
Treasury Manager | EN | KO | Read, Write | Cash management, treasury |
Tax Manager | EN | KO | Read, Write | Tax strategy, compliance |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Internal Auditor | EN | KO | Read, Write, Grep | Internal audit, risk assessment |
Budget Analyst | EN | KO | Read, Write | Budget planning, analysis |
Investment Analyst | EN | KO | Read, Write | Investment analysis, portfolio |
Credit Analyst | EN | KO | Read, Write | Credit risk, assessment |
Payroll Manager | EN | KO | Read, Write | Payroll systems, compensation |
👥 Human Resources (10 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
HR Manager | EN | KO | Read, Write | HR strategy, people management |
Talent Acquisition Specialist | EN | KO | Read, Write | Recruitment, talent sourcing |
HR Business Partner | EN | KO | Read, Write | Strategic HR, business alignment |
Compensation & Benefits Manager | EN | KO | Read, Write | Compensation design, benefits |
Learning & Development Manager | EN | KO | Read, Write | Training programs, development |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Employee Relations Manager | EN | KO | Read, Write | Employee relations, conflict resolution |
Organizational Development Manager | EN | KO | Read, Write | Organization design, change |
Diversity & Inclusion Manager | EN | KO | Read, Write | D&I strategy, inclusive culture |
HR Analyst | EN | KO | Read, Write | HR metrics, workforce analytics |
Employee Experience Manager | EN | KO | Read, Write | Employee journey, culture |
🏢 Executive & Leadership (10 roles)
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Chief Executive Officer | EN | KO | Read, Write | Corporate strategy, leadership |
Chief Operating Officer | EN | KO | Read, Write, Bash | Operations, execution |
Chief Technology Officer | EN | KO | Read, Write, Edit, Bash | Technology strategy, innovation |
Chief Marketing Officer | EN | KO | Read, Write | Marketing strategy, brand |
Chief Product Officer | EN | KO | Read, Write | Product strategy, innovation |
Role | English | 한국어 | Tools | Specialization |
---|---|---|---|---|
Chief Data Officer | EN | KO | Read, Write, Bash | Data strategy, governance |
Chief Information Officer | EN | KO | Read, Write, Bash | IT strategy, systems |
Chief Human Resources Officer | EN | KO | Read, Write | HR strategy, culture |
Chief Revenue Officer | EN | KO | Read, Write | Revenue strategy, growth |
Chief Strategy Officer | EN | KO | Read, Write | Corporate strategy, planning |
🎯 Usage Examples
📊 Download Statistics
🚀 Startup MVP Development
🏢 Enterprise Application
📊 Data Platform
📚 Documentation
📖 User Guides
- User Guide - Complete usage guide with best practices
- Examples - Real-world scenarios and use cases
- Troubleshooting - Common issues and solutions
🔧 Technical Documentation
- Installation Guide - Step-by-step setup instructions
🛠️ Development
Prerequisites
- Node.js 16+
- TypeScript 5+
- Claude Code with MCP support
Build from Source
Project Structure
🤝 Contributing
We welcome contributions! Please see our Contributing Guide for details.
🌟 How to Contribute
- Add New Roles - Create agents for specialized positions
- Improve Translations - Enhance Korean/English localization
- Add Project Templates - Contribute industry-specific templates
- Documentation - Improve guides and examples
🔍 Can't Find the Agent You Need?
If you can't find a specific agent role you're looking for, here's how to request or create one:
📋 Request a New Agent
- Check Existing Agents First
- Automatic Issue Creation (NEW! 🎉)
- Manual Issue Submission
- Go to GitHub Issues
- Click "New Issue"
- Use title format:
[Agent Request] Role Name - Brief Description
- Include:
- Role name (e.g.,
blockchain-architect
) - Description of responsibilities
- Required tools
- Use cases
- Role name (e.g.,
🛠️ Create Your Own Agent
Agent File Format
Create a new .md
file in claude/agents/{language}/
directory:
Available Tools
Choose appropriate tools for your agent:
- Read, Write, Edit, MultiEdit - File operations
- Bash, Grep, Glob - System operations
- WebSearch, WebFetch - Internet access
- TodoWrite, Task - Task management
- NotebookRead, NotebookEdit - Jupyter notebook support
Example: Creating a Blockchain Architect Agent
claude/agents/en/blockchain-architect.md
:
📤 Submit Your Agent
- Fork the Repository
- Create Your Agent File
- Submit a Pull Request
- Commit your changes
- Push to your fork
- Create a PR with description
- We'll review and merge!
💡 Agent Creation Tips
- Be Specific: Clearly define the role's expertise and boundaries
- Choose Tools Wisely: Only include tools the agent actually needs
- Include Examples: Add specific methodologies or frameworks
- Consider Localization: Provide translations for multiple languages
- Test Your Agent: Ensure it works well with real tasks
🚀 Roadmap
- GitHub integration for agent templates
- Download tracking and analytics
- Visual project analyzer dashboard
- Role dependency recommendations
- Industry-specific role bundles
- Integration with popular project management tools
- Advanced team composition algorithms
📄 License
This project is licensed under the MIT License - see the LICENSE file for details.
⭐ Star this repository if you find it useful!
🐛 Report Bug • ✨ Request Feature • 📖 Documentation
Made with ❤️ for the Claude Code community
hybrid server
The server is able to function both locally and remotely, depending on the configuration or use case.
Tools
An intelligent MCP server that analyzes projects and recommends professional role assignments, enabling users to download specialized agent templates for 100+ roles across various company departments.
- 🚀 Quick Start with Claude
- 📖 Table of Contents
- 🌟 Features
- 🚀 Development Setup
- 📋 Available Roles
- 🎯 Usage Examples
- 📚 Documentation
- 🛠️ Development
- 🤝 Contributing
- 🔍 Can't Find the Agent You Need?
- 📄 License
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