dsh-kanban-mcp

Filesystem-driven four-lane kanban board (todo / doing / blocked / done) exposed as a read-only MCP server and a Python API. Works with DeepSeek Harness and any MCP client.

A kanban board is just a directory tree of markdown cards:

<base_dir>/YYYY/YYYY-MM/YYYY-MM-DD/{todo,doing,blocked,done}/YYYYMMDD-HHMMSS__agent__slug__status.md

That design is the whole point: the board survives restarts, is diffable in git, needs no database, and can be inspected by any file tool. This package manages those files and exposes the board to agents over MCP.

Install

pip install "dsh-kanban-mcp"          # Python API
pip install "dsh-kanban-mcp[mcp]"     # + MCP server (fastmcp)

Requires Python 3.10+.

Related MCP server: kanban-lite

Run the MCP server

python -m kanban_mcp          # stdio transport
# or: kanban-mcp

Register it in DeepSeek Harness (MCP settings — the built-in MCP client) or any MCP client. The tools take an optional base_dir argument (default .agent/kanban) so one server can point at any board.

Tools (read-only)

All tools are read-only. Card creation / update / movement is available through the KanbanManager Python API (see below); write tools are planned but not yet exposed over MCP.

Python API

from kanban_mcp import KanbanManager, LaneStatus

kanban = KanbanManager(base_dir=".agent/kanban")

card = kanban.create_doing_card(
    agent="coder",
    work_item="build-api",
    purpose="Build the REST API endpoint",
)
kanban.update_card(card, outcome="GET /users implemented")
kanban.move_to_done("coder", "build-api", "API endpoint complete")

board = kanban.get_board()      # full board
stats = kanban.stats()          # per-lane counts
blocked = kanban.get_blocked_cards()

Writes go through an atomic temp-file + os.replace, so a concurrent reader never sees a half-written card.

Why files instead of a database

• Git-diffable — card changes are reviewable like code.

• Survives restarts — no daemon, no lock, no migration.

• Inspectable — any file tool can read a card directly.

• Portable — cp -r the directory and you have a new board.

Development

pip install -e ".[dev]"
pytest

License

MIT © 2026 Chen (Jarry) Pan