Daily Assistant MCP Server#

A personal task management MCP Server. Deterministic operations (parsing, sorting, statistics) run in Python with zero token cost — AI only steps in when creativity is needed.

Setup#

bash

git clone https://github.com/AsuraNale/daily-assistant-mcp.git
cd daily-assistant-mcp
python3 src/setup.py --auto   # Windows: py src/setup.py --auto

The setup wizard creates a .venv, installs dependencies, sets up your data directory, and auto-configures your AI editor. No manual pip install or config editing needed.

Tools#

ToolWhat it doesrecommend_nextRecommends the most important task to work on nextget_todayReads today's daily task fileinherit_tasksCarries over uncompleted tasks from yesterdaycheck_overdueDetects overdue task filesgenerate_reviewGenerates end-of-day review with completion statsscan_splitFlags tasks >80min or missing time estimates

Resources#

ResourceContentdaily://todayToday's task filedaily://dashboardDashboard overviewdaily://history7-day completion statistics

Task Format#

markdown

- [ ] Task description ⏱️45min 📅 2026-03-30 ⏫

Markers: ⏱️ = time estimate, 📅 = deadline, ⏫ = highest priority, 🔼 = high, 🔽 = low.

Design Philosophy#

• Zero-token deterministic ops: Parsing, sorting, stats run in Python code
• AI only when needed: Task splitting, creative advice, context-aware suggestions
• Platform-independent: Windows, macOS, Linux. No Obsidian dependency
• Simple data: Plain Markdown files, edit anywhere