planer-mcp

# Planer MCP Server An intelligent planning and task management MCP server built with FastMCP that provides sophisticated planning tools optimized for software engineering projects. ## Features - **🤖 LLM-Powered Task Generation**: Uses LLM sampling to generate context-aware, high-quality task breakdowns - **💬 Interactive Elicitation**: Asks clarifying questions to ensure requirements are well-understood - **✅ Plan Validation**: Preview and confirm plans before saving, with regeneration option - **📊 Progress Reporting**: Real-time progress updates during plan creation - **🎯 Engineering-Focused**: Optimized prompts for coding, debugging, system design, and feature development - **⏱️ Automatic Time Tracking**: Track actual time via plan/task creation and completion timestamps - **📄 Pagination**: Efficient handling of large plan lists (30 plans per page) - **🔍 Smart Filtering**: Hide completed plans by default, focus on active work - **💾 Persistent Storage**: SQLite database for reliable data persistence - **🏷️ Category-based Planning**: Different planning strategies based on task categories ## How It Works When you create a new plan, the server uses an intelligent, LLM-driven workflow: 1. **🧠 LLM Analyzes Requirements** (10% progress) - The LLM evaluates if there's enough information - Determines what's missing (if anything) - Only asks for clarification when truly needed - Users are NOT bothered unnecessarily! 2. **💬 Smart Elicitation** (Conditional) - **IF** LLM needs more info → Asks specific, targeted questions - **ELSE** → Proceeds directly to task generation - Example: "Build REST API" might not need questions - Example: "Migrate system" likely needs clarification on tech stack 3. **🤖 Generates Tasks with LLM** (30-60% progress) - Uses LLM sampling to create context-aware tasks - Applies category-specific planning strategies - Considers dependencies and priorities - Generates detailed task descriptions 4. *…