MCP 服务器

Lazy LLMs Project Management MCP Server

Enables LLM agents to manage projects, track issues, log work, and integrate with Git. Provides 23 MCP tools for full project management capabilities.

README

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