Daily Assistant MCP Server

---

name: daily-assistant

description: "AI-powered daily task management MCP Server — recommend next task, inherit uncompleted todos, detect overdue, generate reviews. Deterministic ops in code (zero tokens), AI only when needed."

version: 2.2.0

metadata:

openclaw:

requires:

bins:

- python3

emoji: "📅"

homepage: https://github.com/AsuraNale/daily-assistant-mcp

---

# 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

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

| Tool | What it does |

|------|-------------|

| `recommend_next` | Recommends the most important task to work on next |

| `get_today` | Reads today's daily task file |

| `inherit_tasks` | Carries over uncompleted tasks from yesterday |

| `check_overdue` | Detects overdue task files |

| `generate_review` | Generates end-of-day review with completion stats |

| `scan_split` | Flags tasks >80min or missing time estimates |

Resources

| Resource | Content |

|----------|---------|

| `daily://today` | Today's task file |

| `daily://dashboard` | Dashboard overview |

| `daily://history` | 7-day completion statistics |

Task Format

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

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

Design Philosophy