MCP Kanban Memory
Manage complex AI agent workflows with a Kanban-based task management system.
MCP Kanban Task Management
An MCP tool set providing kanban-based task management state for AI-driven development. This is similar to other task management MCP tools, with the additional structure, rules and visibility of a kanban-based task management system.
The main idea is to direct the AI agent to document and save its work as tasks in a kanban board, both in the planning session and in execution sessions.
Highlights
- Column capacity / work-in-progress limits
- Embedded DB (SQLite)
- Web UI for observing the progress of the workflow, and for modifying tasks manually
- Predefined prompts for starting and resuming a workflow
Usage
Use the MCP prompts to start a project or to make progress on a project. Alternatively, ask the LLM assistant to record its plan by creating a kanban board. To make progress in a follow-up session, ask the assistant to locate a specific kanban board and resume work on it.
Installation
Clone this repo, then run:
npm ci --prefix shared/db
npm ci --prefix mcp-server
npm run build --prefix shared/db
npm run build --prefix mcp-server
Then add the MCP server configuration to the MCP client (e.g. Claude Desktop):
"mcpServers": {
"kanban-mcp": {
"command": "node",
"args": [
"/path/to/repo/mcp-server/dist/server.js"
],
"env": {
"MCP_KANBAN_DB_FOLDER_PATH": "/path/to/db"
}
}
}
Replace /path/to/repo with the location of the cloned repo.
Replace /path/to/db with a folder that will contain the DB files. This can be any folder with read/write access. It will be created if it doesn't exist.
Installation with Docker
Build the Docker image:
docker build -t mcp/mcp-kanban .
Then add the MCP server configuration to the MCP client (e.g. Claude Desktop):
"mcpServers": {
"kanban-mcp": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-v",
"/path/to/db:/mcp",
"mcp/mcp-kanban"
]
}
}
Replace /path/to/db with a folder that will contain the DB files. This can be any folder with read/write access. It will be created if it doesn't exist.
Using the web UI
Build the web-ui and web-server:
npm ci --prefix shared/db
npm run build --prefix shared/db
npm ci --prefix web-ui
npm ci --prefix web-server
npm run build --prefix web-ui
npm run build --prefix web-server
Run the web-server:
MCP_KANBAN_DB_FOLDER_PATH=/path/to/db npm run start --prefix web-server
Open the browser at http://localhost:8221
API
Tools
-
create-kanban-board
- Create a new kanban board to plan and keep track of your tasks.
- Input:
name(string): The name of the boardprojectGoal(string): The goal of the project.
-
add-task-to-board
- Add a new task to the landing column (to-do) of a kanban board.
- Input:
boardId(string): The ID of the board to add the task totitle(string): The title of the taskcontent(string): The content of the task in markdown format
-
move-task
- Move a task from one column to another, respecting WIP limits.
- Input:
taskId(string): The ID of the task to movetargetColumnId(string): The ID of the column to move the task toreason(string, optional): The reason for moving the task
-
delete-task
- Delete a task.
- Input:
taskId(string): The ID of the task to delete
-
get-board-info
- Get the full info of a kanban board, including columns and tasks.
- Input:
boardId(string): The ID of the board to get info for
- Return detailed information about the board, including columns and tasks.
-
get-task-info
- Get the full info of a task, including its content.
- Input:
taskId(string): The ID of the task to get info for
- Return detailed information about the task, including its content.
-
list-boards
- List all kanban boards in the database.
- Input: None
- Return a list of all boards in the database with their names, creation times, and goals.
Prompts
-
create-kanban-based-project
- Create a kanban board for a project, ask questions to divide the project into tasks, and add them to the board.
- Input:
description(string): The description of the project
-
make-progress-on-a-project
- Make progress on an existing project by locating its kanban board, selecting the next task, and working on it.
- Input:
description(string): The description of the project
Related Servers
Kone.vc
sponsorMonetize your AI agent with contextual product recommendations
Whiteboard MCP
A complete whiteboard app with bundled MCP server
Vynn
Self-improving AI workflows with natural language backtesting. 21 MCP tools for creating workflows, backtesting trading strategies, parameter sweeps, portfolio optimization, prompt optimization, cron scheduling, and webhook triggers. Install: pip install vynn-mcp
Dialogoi
An MCP server designed to assist with novel writing, configurable via JSON project files.
OpenTabs
Plugin-based MCP server that gives AI agents access to web applications through the user's authenticated browser session. Chrome extension with 100+ plugins for Slack, Discord, GitHub, Reddit, and more.
n8n Workflow MCP Server
A server for validating and managing n8n workflows, featuring multilingual support and multiple operational modes.
Mermaid-MCP
Generat 22 types mermaid architecture diagrams with natural language description
Excel MCP Server
Manipulate Excel files (XLSX, XLSM, etc.) without needing Microsoft Excel, featuring an integrated AI assistant.
Bright Security MCP
The new Bright MCP Server enables AI assistants to directly interact with Bright and manage security scans end-to-end. Using natural language prompts, AI can now analyze existing coverage, identify missing or hidden entrypoints, add them to the project, select the most relevant security tests based on the application’s technology, and start scans automatically.
SHrimp
19-tool MCP server for a full-featured iOS task manager. Standalone local mode (13 tools) or pair with iOS app for task sync, inbox, AI prompt config, and provider management across Claude Code, Cursor, Windsurf, OpenClaw and other MCP clients.
Human Pages
Gives AI agents access to real-world people who listed themselves to be hired by agents. 31 tools including search by skill/location/equipment, job offers, job board listings, in-job messaging, and streaming payments. Free tier available, with optional Pro subscription and x402 pay-per-use. Payments default to crypto (USDC) but are flexible.