LLM-Native Project Management MCP Server - A comprehensive project management system designed for LLM agents
Project description
LLM-Native Project Management System
A project management system designed for LLM agents as first-class citizens. Track issues, log work, and manage projects with rich context - all optimized for AI workflows.
🚀 Quick Start (2 minutes)
One-Command Setup
make quickstart
This will:
- Install all dependencies
- Initialize the database
- Start the web UI at http://localhost:1929
- Copy Claude Desktop integration command to clipboard
Manual Setup
# 1. Install dependencies
pip install -r requirements.txt
cd mcp && pip install -r requirements.txt && cd ..
# 2. Initialize database
make init-db
# 3. Start services
make start # Starts all services
🎯 Core Features
- Rich Issue Tracking - Issues with comprehensive specs and technical approaches
- Work Logging - Track development activity with artifacts and context
- Git Integration - Automatic branch creation and commit formatting
- Web UI - Visual dashboards and issue management at http://localhost:1929
- MCP Tools - 23 tools for LLM agents to manage projects
📋 Basic Usage
Create an Issue
pm_create_issue --type feature --title "Add user auth" --description "..."
Start Work
pm_start_work --issue-key LAZY-001
Log Progress
pm_log_work --issue-key LAZY-001 --activity code --summary "Implemented JWT"
View Status
pm_status # Project overview
pm_list_issues # All issues
🔧 Claude Desktop Integration
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"pm-server": {
"command": "python",
"args": ["/path/to/lazy-llms/mcp/src/server.py"],
"env": {
"PM_DATABASE_PATH": "/path/to/lazy-llms/data/jira_lite.db"
}
}
}
}
📂 Project Structure
lazy-llms/
├── mcp/src/ # MCP server for LLM integration
├── src/jira_lite/ # Web UI and database
├── data/ # Database files
├── scripts/ # Utility scripts
└── docs/ # Documentation
🛠 Available Commands
make quickstart- Complete one-command setupmake start- Start all servicesmake stop- Stop all servicesmake init-db- Initialize databasemake clean- Clean generated filesmake help- Show all commands
📚 Documentation
- Full Documentation
- Deprecated Docs - Old documentation for reference
🤝 Contributing
- Fork the repository
- Create a feature branch
- Make your changes
- Submit a pull request
📄 License
MIT License
Built for AI agents, by AI agents 🤖
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