Which integrations are available for this server?

Allows GitHub Copilot to manage TaskForge tasks, boards, and lists through the MCP protocol. Allows Hermes AI agent to interact with TaskForge boards, tasks, and lists via the MCP protocol.

How do I use TaskForge?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@TaskForge Create a new board for sprint 5" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

TaskForge

by emreycolakoglu

Overview Schema Related Servers Score Discussions

TypeScript

Hybrid

TaskForge

A multi-user task tracker built for humans and AI agents to collaborate on the same boards.

TaskForge is a full-stack task management application with three interfaces — REST API, MCP Server (for AI agents), and a Kanban SPA — all running in a single NestJS backend. It's designed so that any MCP-compatible agent (Claude Code, Cursor, GitHub Copilot, etc.) can do everything a human can: create boards, move tasks, assign work, comment, search, and more.

Docker Pulls

Features

Authentication — Email/password login, session tokens, invite-only signup, bot tokens for agents, admin/member roles
Onboarding — First-run setup creates the admin account and instance title
Kanban Board — Drag-and-drop columns with Backlog → To Do → In Progress → Review → Done → Duplicate
List View — Table view for quick scanning across all tasks
Task Detail — Edit title, description, priority, assignee, due date, estimate, labels; dedicated route per task
Sub-tasks — Nest tasks under a parent task
Task Relations — Link tasks with blocks / related_to / duplicate_of relationships
Duplicate Merge — Mark a task as a duplicate of another; auto-moves it to a Duplicate status and stamps doneAt
Per-board Task Numbers — Each task gets a sequential board-scoped id (e.g. TF-12)
Comments — Discussion on any task, attributed to the authenticated user
Documents — Markdown documents attached to tasks, with publish/unpublish for public sharing
Labels — Color-coded tags per board, assignable to tasks
Activity Log — Full audit trail per task and per board
Subscriptions & Notifications — Subscribe to tasks; inbox with unread notifications for comments, mentions, and activity
Public Sharing — Publish tasks and documents to read-only public URLs (no auth required, noindex)
Estimates — Freeform numeric effort estimates on tasks
Real-time Updates — WebSocket events push changes to all connected clients instantly (auth-required)
Full-text Search — Search across task titles and descriptions, or by task number
MCP Protocol — AI agents connect via the Streamable HTTP transport to do everything humans can
Priority System — Low / Medium / High / Urgent with visual indicators
WIP Limits — Optional per-status work-in-progress limits
Single Container — Everything (API + SPA + WebSocket) in one Docker image
Installable PWA — Install as a desktop/mobile app; cosmetic service worker (no offline caching)

Related MCP server: kanban-lite

Screenshots

Home Page	Kanban Board

List View	Task Detail

Architecture

┌─────────────────────────────────────────────────────┐
│                   TaskForge Container               │
│                                                      │
│  ┌──────────────────────────────────────────────┐   │
│  │              NestJS Backend (:3000)            │   │
│  │                                               │   │
│  │  ┌──────────┐  ┌──────────┐  ┌────────────┐  │   │
│  │  │ REST API │  │ MCP API  │  │ WebSocket  │  │   │
│  │  │ /api/*   │  │ /api/mcp │  │ /ws        │  │   │
│  │  └──────────┘  └──────────┘  └────────────┘  │   │
│  │                                               │   │
│  │  ┌──────────────────────────────────────────┐ │   │
│  │  │  AuthGuard (Bearer session tokens,        │ │   │
│  │  │  @Public exceptions, @Admin routes)        │ │   │
│  │  └──────────────────────────────────────────┘ │   │
│  │                                               │   │
│  │  ┌──────────────────────────────────────────┐ │   │
│  │  │         Prisma ORM → SQLite              │ │   │
│  │  └──────────────────────────────────────────┘ │   │
│  │                                               │   │
│  │  ┌──────────────────────────────────────────┐ │   │
│  │  │  React SPA (served as static assets)    │ │   │
│  │  └──────────────────────────────────────────┘ │   │
│  └──────────────────────────────────────────────┘   │
└─────────────────────────────────────────────────────┘

Data Model

User
  ├── Sessions (Bearer tokens; bot sessions flagged)
  ├── InviteTokens (created by admin, single-use)
  └── Memberships (per-board role: admin/member/viewer)

Settings (singleton — instance title, onboarded flag)

Board
  ├── identifier (3-letter prefix for task numbers, e.g. TF)
  ├── nextTaskNum (sequential counter)
  ├── Statuses (ordered by position; isDone/isDuplicate flags, WIP limit, progress %)
  │    └── Tasks (ordered by position, board-scoped number)
  │         ├── Comments (attributed to a User)
  │         ├── Activity (audit log, attributed to a User)
  │         ├── Labels (many-to-many via TaskLabel)
  │         ├── Sub-tasks (self-relation via parentId)
  │         ├── Relations (blocks / related_to / duplicate_of via TaskRelation)
  │         ├── Documents (markdown, publishable to public URL)
  │         └── Subscriptions (User → Task, drives notifications)
  ├── Labels (board-level)
  ├── Documents (board-level)
  └── Members (board-level)

Quick Start

Prerequisites

Node.js >= 20
pnpm >= 10 (install with corepack enable && corepack prepare pnpm@10.12.1 --activate)

Docker (fastest)

docker run -d --name taskforge -p 3000:3000 -v taskforge-data:/data emreyc/taskforge:latest

Open http://localhost:3000 and follow the onboarding prompt to create the admin account. The SQLite database is persisted in the taskforge-data volume at /data/taskforge.db.

Local Development

# Clone
git clone https://github.com/emreycolakoglu/taskforge.git
cd taskforge

# Install dependencies
pnpm install

# Generate Prisma client and apply migrations
cd apps/api
pnpm prisma:generate
pnpm prisma:migrate
cd ../..

# Start development servers (API on :3000, Web on :5173 with proxy)
pnpm dev

The API runs on http://localhost:3000 and the Vite dev server on http://localhost:5173 (proxied to the API). On first visit the SPA redirects to /onboarding to create the admin account.

Docker (Production, from source)

# Build and run (exposes :4321 by default via docker-compose)
docker compose up --build

# Or build manually
docker build -t taskforge .
docker run -p 3000:3000 -v taskforge-data:/data taskforge

Then open http://localhost:4321 (compose) or http://localhost:3000 (manual run) in your browser. The first visit triggers onboarding.

Configuration

All configuration is via environment variables:

Variable	Default	Description
`PORT`	`3000`	HTTP server port
`DATABASE_URL`	`file:./prisma/dev.db`	SQLite database path. In Docker, use `file:/data/taskforge.db` for persistence
`CORS_ORIGIN`	`*`	Allowed CORS origin(s)
`MCP_ALLOWED_ORIGINS`	`http://localhost:3000,http://localhost:5173,http://127.0.0.1:3000,http://127.0.0.1:5173`	Comma-separated origins allowed for browser MCP requests (DNS-rebinding protection)
`MCP_REQUIRE_ORIGIN`	`1`	Set to `0` to skip origin checks entirely
`NODE_ENV`	`development`	Set to `production` for production mode

.env file

PORT=3000
DATABASE_URL=file:./prisma/dev.db
CORS_ORIGIN=*

Authentication

All REST endpoints (except a few @Public ones) require a Authorization: Bearer <token> header. Sessions are UUID tokens stored in the DB with a 90-day expiry (365 days for bot tokens).

Auth Endpoints (`/api/auth`)

Method	Endpoint	Auth	Description
`GET`	`/api/auth/status`	Public	Whether instance is onboarded + instance title
`POST`	`/api/auth/onboard`	Public	First-run setup; creates admin user + settings
`POST`	`/api/auth/login`	Public	Login with email/password, returns session token
`POST`	`/api/auth/logout`	Authenticated	Revokes current session
`POST`	`/api/auth/invite`	Admin	Create a single-use invite token (7-day expiry)
`POST`	`/api/auth/signup/:token`	Public	Sign up via invite token; returns session
`POST`	`/api/auth/bot-token`	Admin	Create a long-lived bot session token for agents
`GET`	`/api/auth/me`	Authenticated	Current user
`PATCH`	`/api/auth/me`	Authenticated	Update display name / change password
`GET`	`/api/auth/users`	Admin	List all users
`GET`	`/api/auth/invites`	Admin	List all invite tokens
`DELETE`	`/api/auth/invites/:id`	Admin	Revoke an invite token

Settings Endpoints (`/api/settings`)

Method	Endpoint	Auth	Description
`GET`	`/api/settings`	Admin	Full settings
`GET`	`/api/settings/initialized`	Public	`{ initialized }` (used by health check)
`GET`	`/api/settings/title`	Public	Instance title
`PUT`	`/api/settings`	Admin	Update settings

REST API

All endpoints are under /api and require a Bearer token (see Authentication). Request and response bodies are JSON.

Boards

Method	Endpoint	Description
`GET`	`/api/boards`	List all boards
`GET`	`/api/boards/:id`	Get board with statuses and labels
`GET`	`/api/boards/:id/full`	Get board with statuses, tasks, labels, members
`POST`	`/api/boards`	Create a board (auto-creates 6 default statuses)
`PUT`	`/api/boards/:id`	Update board name/slug/identifier/description
`DELETE`	`/api/boards/:id`	Delete board and all its data

Create a board:

{ "name": "My Project", "slug": "my-project", "identifier": "MYP", "description": "Optional" }

identifier is a 3-letter uppercase prefix used for per-board task numbers (e.g. MYP-1).

Statuses

Method	Endpoint	Description
`GET`	`/api/statuses/board/:boardId`	List all statuses in a board (ordered by position)
`GET`	`/api/statuses/:id`	Get a single status
`POST`	`/api/statuses`	Create a status
`PUT`	`/api/statuses/reorder`	Reorder statuses
`PUT`	`/api/statuses/:id`	Update status name/color/wipLimit/position/progress
`DELETE`	`/api/statuses/:id`	Delete status and its tasks
`POST`	`/api/statuses/:id/toggle-done`	Set a status as the board's Done column
`POST`	`/api/statuses/board/:boardId/unset-done`	Clear the board's Done column

Create a status:

{ "boardId": "...", "name": "In Progress", "color": "#f59e0b", "wipLimit": 5, "progress": 50 }

Tasks

Method	Endpoint	Description
`GET`	`/api/tasks/board/:boardId`	List tasks in a board (`?include=all\|top\|sub`, `?parentId=`)
`GET`	`/api/tasks/status/:statusId`	List tasks in a specific status (same query params)
`GET`	`/api/tasks/search?q=query`	Full-text search across tasks (also matches task numbers like `TF-12`)
`GET`	`/api/tasks/:id`	Get task with comments, activity, labels, sub-tasks, relations
`POST`	`/api/tasks`	Create a task
`PUT`	`/api/tasks/:id`	Update task fields
`PUT`	`/api/tasks/:id/move`	Move task to another status
`PUT`	`/api/tasks/reorder`	Reorder tasks within a status
`POST`	`/api/tasks/:taskId/labels/:labelId`	Attach a label to a task
`DELETE`	`/api/tasks/:taskId/labels/:labelId`	Detach a label from a task
`PUT`	`/api/tasks/:id/publish`	Publish a task to a public URL (rejects bot sessions)
`DELETE`	`/api/tasks/:id/publish`	Unpublish a task
`DELETE`	`/api/tasks/:id`	Hard-delete a task (cleans up relations)

Create a task:

{
  "statusId": "...",
  "title": "Implement login page",
  "description": "Add email/password and OAuth login",
  "priority": "high",
  "assigneeId": "user-id",
  "dueDate": "2026-07-01T00:00:00Z",
  "estimate": 5,
  "parentId": "parent-task-id",
  "labelIds": ["label-id-1", "label-id-2"],
  "metadata": "any JSON string"
}

Move a task:

{ "statusId": "new-status-id", "position": 0 }

Task Relations

Relations are scoped under a task. blocks and duplicate_of are directed; related_to is undirected (canonicalized).

Method	Endpoint	Description
`GET`	`/api/tasks/:taskId/relations`	List relations for a task
`POST`	`/api/tasks/:taskId/relations`	Create a relation
`DELETE`	`/api/tasks/:taskId/relations/:relationId`	Delete a relation

Create a relation:

{ "otherTaskId": "other-task-id", "type": "duplicate_of", "direction": "source" }

direction: "source" means the path task is the source. For blocks: source blocks other. For duplicate_of: source is the duplicate of other (the canonical). "target" reverses. Defaults to "source". Ignored for related_to.

Comments

Method	Endpoint	Description
`GET`	`/api/comments/task/:taskId`	List comments on a task
`POST`	`/api/comments`	Add a comment (attributed to the authenticated user)
`DELETE`	`/api/comments/:id`	Delete a comment

Add a comment:

{ "taskId": "...", "body": "Looks good to me!" }

Documents

Documents are markdown documents attached to tasks, scoped to the task's board.

Method	Endpoint	Description
`GET`	`/api/boards/:boardId/documents`	List documents on a board
`GET`	`/api/tasks/:taskId/documents`	List documents on a task
`POST`	`/api/tasks/:taskId/documents`	Create a document on a task
`GET`	`/api/documents/:id`	Get a document with its body
`PUT`	`/api/documents/:id`	Update document title or body
`DELETE`	`/api/documents/:id`	Delete a document
`PUT`	`/api/documents/:id/publish`	Publish a document to a public URL
`DELETE`	`/api/documents/:id/publish`	Unpublish a document

Labels

Labels are nested under a board for creation/listing.

Method	Endpoint	Description
`GET`	`/api/boards/:boardId/labels`	List labels on a board
`POST`	`/api/boards/:boardId/labels`	Create a label
`PATCH`	`/api/labels/:id`	Update label name/color
`DELETE`	`/api/labels/:id`	Delete a label

Create a label:

{ "name": "bug", "color": "#ef4444" }

Activity

Method	Endpoint	Description
`GET`	`/api/activity/task/:taskId`	Activity log for a task
`GET`	`/api/activity/board/:boardId`	Activity log for an entire board

Subscriptions & Notifications

Method	Endpoint	Description
`POST`	`/api/tasks/:taskId/subscription`	Subscribe to a task (idempotent)
`DELETE`	`/api/tasks/:taskId/subscription`	Unsubscribe from a task
`GET`	`/api/tasks/:taskId/subscription`	Check if subscribed (`{ subscribed }`)
`GET`	`/api/notifications`	List inbox notifications (newest first)
`GET`	`/api/notifications/unread-count`	Get unread notification count
`POST`	`/api/notifications/:id/read`	Mark a single notification as read
`POST`	`/api/notifications/read-all`	Mark all notifications as read

Board Members

Method	Endpoint	Description
`GET`	`/api/boards/:boardId/members`	List members of a board
`POST`	`/api/boards/:boardId/members`	Add a member (requires board admin)
`DELETE`	`/api/boards/:boardId/members/:userId`	Remove a member (requires board admin)
`POST`	`/api/boards/:boardId/join`	Join a board as a member
`POST`	`/api/boards/:boardId/leave`	Leave a board

Published tasks and documents are accessible at read-only public URLs without authentication.

Method	Endpoint	Description
`GET`	`/api/public/tasks/:identifier/:number`	Get a published task (public, no auth)
`GET`	`/api/public/docs/:identifier/:number`	Get a published document (public, no auth)

MCP Server (AI Agent Interface)

TaskForge implements the MCP (Model Context Protocol) over the Streamable HTTP transport (2025-03-26 spec) at POST /api/mcp. Any MCP-compatible agent (Claude Code, Cursor, GitHub Copilot, opencode, etc.) can connect and perform all the same operations a human can.

Authentication

The MCP endpoint is behind the global AuthGuard. Agents must send a Bearer session token. The token can be:

A user session token (from POST /api/auth/login)
A bot token created by an admin via POST /api/auth/bot-token (365-day expiry, recommended for agents)

# Admin creates a bot token
curl -X POST http://localhost:3000/api/auth/bot-token \
  -H "Authorization: Bearer <admin-token>"
# → { "id": "...", "token": "bot-uuid", "expiresAt": "..." }

How Agents Connect

Claude Code / Cursor / Copilot — Add to your MCP config:

{
  "mcpServers": {
    "taskforge": {
      "url": "http://localhost:3000/api/mcp",
      "headers": { "Authorization": "Bearer <bot-token>" }
    }
  }
}

The Streamable HTTP transport requires an initialize handshake that returns an Mcp-Session-Id header; subsequent requests must include that header. Most MCP clients handle this automatically.

Available MCP Tools

Boards

Tool	Params	Description
`boards_list`	`{}`	List all boards with status and member counts
`boards_get`	`{ id }`	Get board with statuses, tasks, labels
`boards_create`	`{ name, slug, identifier?, description? }`	Create board with 6 default statuses
`boards_update`	`{ id, name?, slug?, identifier?, description?, icon? }`	Update a board
`boards_delete`	`{ id }`	Delete board

Statuses

Tool	Params	Description
`statuses_list`	`{ boardId }`	List all statuses in a board
`statuses_create`	`{ boardId, name, position?, color?, wipLimit?, progress? }`	Create a status
`statuses_update`	`{ id, name?, color?, wipLimit?, progress? }`	Update a status
`statuses_delete`	`{ id }`	Delete a status and its tasks
`statuses_toggle_done`	`{ id }`	Set a status as the board's Done column
`statuses_unset_done`	`{ boardId }`	Clear the board's Done column

Tasks

Tool	Params	Description
`tasks_list`	`{ boardId?, statusId?, assigneeId?, status?, parentId?, include?, limit? }`	List tasks with filters
`tasks_get`	`{ id }`	Get task with comments, activity, labels, sub-tasks, relations
`tasks_search`	`{ query }`	Full-text search or task-number lookup (e.g. `TF-12`)
`tasks_create`	`{ statusId, title, description?, priority?, assigneeId?, dueDate?, estimate?, parentId?, labelIds?, position?, metadata? }`	Create a task (assignee defaults to caller)
`tasks_update`	`{ id, title?, description?, priority?, status?, assigneeId?, dueDate?, estimate?, statusId?, position?, parentId?, labelIds? }`	Update a task (`parentId: null` un-nests)
`tasks_move`	`{ id, statusId, position? }`	Move task to another status
`tasks_delete`	`{ id }`	Hard-delete a task (cleans up relations)

Comments

Tool	Params	Description
`comments_list`	`{ taskId }`	List comments on a task
`comments_create`	`{ taskId, body }`	Add a comment (attributed to caller)

Labels

Tool	Params	Description
`labels_list`	`{ boardId }`	List labels on a board
`labels_create`	`{ boardId, name, color? }`	Create a label
`labels_delete`	`{ id }`	Delete a label

Activity

Tool	Params	Description
`activity_list`	`{ taskId?, boardId?, limit? }`	Get activity log

Documents

Tool	Params	Description
`documents_list`	`{ boardId?, taskId?, limit? }`	List documents (board, task, or all)
`documents_get`	`{ id }`	Get a document with its body
`documents_create`	`{ taskId, title, body? }`	Create a document on a task
`documents_update`	`{ id, title?, body? }`	Update a document
`documents_delete`	`{ id }`	Delete a document

Subscriptions & Notifications

Tool	Params	Description
`task_subscribe`	`{ taskId }`	Subscribe to a task (idempotent)
`task_unsubscribe`	`{ taskId }`	Unsubscribe from a task
`inbox_list`	`{ filter?, limit? }`	List inbox notifications
`notifications_mark_read`	`{ id? }`	Mark notification(s) as read

Members

Tool	Params	Description
`members_list`	`{ boardId }`	List members of a board
`members_add`	`{ boardId, userId, role? }`	Add a member (requires board admin)
`members_remove`	`{ boardId, userId }`	Remove a member (requires board admin)
`members_join`	`{ boardId }`	Join a board as a member
`members_leave`	`{ boardId }`	Leave a board

Relations

Tool	Params	Description
`relations_list`	`{ taskId }`	List blocking/blockedBy/relatedTo/duplicateOf/duplicates relations for a task
`relations_create`	`{ taskId, otherTaskId, type, direction? }`	Create a relation. direction: 'source' = URL task is the source; 'target' = other is the source. For blocks: source blocks other. For duplicate_of: source is the duplicate of other. Defaults to 'source'.
`relations_delete`	`{ relationId }`	Delete a relation

Example: Agent Creates a Board and Tasks

// 1. Create a board
→ {"method":"tools/call","params":{"name":"boards_create","arguments":{"name":"Sprint 24","slug":"sprint-24","identifier":"SPR"}},"id":1}
← {"jsonrpc":"2.0","id":1,"result":{...}}

// 2. Create a task in the "To Do" status
→ {"method":"tools/call","params":{"name":"tasks_create","arguments":{"statusId":"...","title":"Design API schema","priority":"high","assigneeId":"alice-id"}},"id":2}
← {"jsonrpc":"2.0","id":2,"result":{...}}

// 3. Move task to "In Progress"
→ {"method":"tools/call","params":{"name":"tasks_move","arguments":{"id":"...","statusId":"in-progress-status-id"}},"id":3}
← {"jsonrpc":"2.0","id":3,"result":{...}}

// 4. Search for tasks
→ {"method":"tools/call","params":{"name":"tasks_search","arguments":{"query":"API"}},"id":4}
← {"jsonrpc":"2.0","id":4,"result":[{...}]}

WebSocket Events

The WebSocket server at /ws pushes real-time events to connected clients. Authentication is required — clients must emit an auth message with a session token within 5 seconds of connecting:

const ws = new WebSocket('ws://localhost:3000/ws');
ws.onopen = () => {
  ws.send(
    JSON.stringify({ event: 'auth', data: { token: '<session-token>', boardId: 'board-123' } }),
  );
};
ws.onmessage = (event) => {
  const { event: name, data } = JSON.parse(event.data);
  console.log(name, data);
};

On success the server emits auth_success; on failure it emits auth_error and disconnects. Providing boardId joins the board's event room.

Event Types

Event	Payload	When
`board:created`	Board object	A new board is created
`board:updated`	Board object	A board is renamed/updated
`board:deleted`	`{ id }`	A board is deleted
`status:created`	Status object	A new status is added
`status:updated`	Status object	A status is renamed/recolored
`status:reordered`	Reorder result	Statuses are reordered
`status:deleted`	`{ id }`	A status is deleted
`status:doneToggled`	Status object	Done column is set or unset
`task:created`	Task object	A new task is created
`task:updated`	Task object	A task is edited
`task:moved`	Task object	A task is moved to another status
`task:deleted`	`{ id }`	A task is deleted
`task.label.attached`	Task object	A label is attached to a task
`task.label.detached`	Task object	A label is detached from a task
`comment:created`	Comment object	A comment is added
`comment:deleted`	`{ id }`	A comment is deleted
`label:created`	Label object	A new label is created
`label:updated`	Label object	A label is renamed/recolored
`label:deleted`	`{ id }`	A label is deleted
`relation:created`	Relation object	A task relation is created
`relation:deleted`	`{ id }`	A task relation is deleted
`document:created`	Document object	A document is created
`document:updated`	Document object	A document is edited
`document:deleted`	`{ id }`	A document is deleted
`notification:created`	Notification object	A notification is created (user-scoped)

Frontend (SPA)

The React SPA is served by the NestJS backend in production. In development, Vite proxies API and WebSocket requests to the backend.

Routes

Route	View
`/onboarding`	First-run admin setup
`/login`	Login form
`/signup/:token`	Invite-based signup
`/`	Home — board list with create/delete
`/board/:id`	Kanban board with task cards, labels, priority indicators, assignees
`/board/:id/settings`	Board settings (labels, members)
`/board/:boardId/docs`	Board documents list
`/board/:boardId/doc/:docId`	Document editor page
`/board/:boardId/task/:taskId`	Task detail page (edit fields, activity log, comments, sub-tasks, relations)
`/tasks`	List view — sortable table across all tasks
`/settings`	Admin settings
`/account`	Account settings (display name, password)
`/inbox`	Notification inbox
`/inbox/:notificationId`	Notification detail
`/public/:identifier/:number`	Public task view (no auth required)
`/public/docs/:identifier/:number`	Public document view (no auth required)

Tech Stack

React 19 + TypeScript (strict)
React Router 7
Vite 6 (dev server with proxy)
Tailwind CSS 4 + shadcn/ui (Radix primitives)
TanStack Query (server state)
@hello-pangea/dnd (drag and drop)
Socket.IO client (real-time events)
Sonner (toasts), Lucide icons

The SPA follows a dark "midnight command deck" design system with a single Acid Lime accent. See design.md before any frontend change.

Docker

Building

# Using docker-compose (recommended — exposes :4321)
docker compose up --build

# Manual build
docker build -t taskforge .

The Dockerfile uses multi-stage builds:

base — Node 23 Alpine + pnpm
deps — Install all dependencies
builder — Generate Prisma client, build API and SPA
runner — Minimal production image with SQLite persistence at /data

Volumes

Data loss warning: The SQLite database lives at /data/taskforge.db inside the container. Without a persistent volume mounted at /data, every redeploy recreates the container and wipes the database. This is true for docker run, docker compose up, Coolify, and any container orchestrator.

Mount a volume at /data to persist the SQLite database:

volumes:
  - taskforge-data:/data

The Dockerfile declares VOLUME ["/data"] so anonymous Docker storage is created automatically on docker run without -v — but anonymous volumes are per-container and do not survive docker rm or image redeploys. For real persistence, use a named volume or a bind mount:

# Named volume (recommended)
docker run -d --name taskforge -p 3000:3000 -v taskforge-data:/data emreyc/taskforge:latest

# Bind mount (for backups / host access)
docker run -d --name taskforge -p 3000:3000 -v /opt/taskforge-data:/data emreyc/taskforge:latest

Health Check

The container includes a health check that pings GET /api/settings/initialized every 30 seconds.

Migrations on Startup

docker-entrypoint.sh runs prisma migrate deploy before starting the app, so schema changes ship with the image. To ship a schema change: run pnpm --filter @taskforge/api prisma:migrate -- --name <desc> locally, commit the new migration file, and push.

Development

Project Structure

taskforge/
├── apps/
│   ├── api/                       # NestJS backend (CommonJS)
│   │   ├── prisma/
│   │   │   ├── schema.prisma      # Database schema
│   │   │   └── migrations/        # Prisma migrations
│   │   ├── docker-entrypoint.sh   # Runs migrations then starts node
│   │   └── src/
│   │       ├── main.ts            # Entry (SPA serving + CORS + validation)
│   │       ├── app.module.ts       # Root module
│   │       ├── prisma/            # Prisma client service (@Global)
│   │       ├── auth/              # Users, sessions, invites, bot tokens, AuthGuard
│   │       ├── settings/          # Instance settings (singleton)
│   │       ├── boards/            # Boards module (REST)
│   │       ├── statuses/          # Statuses module (REST)
│   │       ├── tasks/             # Tasks module (REST)
│   │       ├── relations/         # Task relations (blocks / related_to / duplicate_of)
│   │       ├── comments/          # Comments module (REST)
│   │       ├── labels/            # Labels module (REST)
│   │       ├── activity/          # Activity log module (REST)
│   │       ├── documents/         # Documents module (REST)
│   │       ├── members/           # Board members
│   │       ├── subscriptions/     # Task subscriptions
│   │       ├── notifications/     # Notifications + inbox
│   │       ├── public/            # Public task/document sharing
│   │       ├── events/            # WebSocket gateway + event bus
│   │       └── mcp/               # MCP Streamable HTTP server + tool defs
│   └── web/                       # React SPA (ESM, strict)
│       └── src/
│           ├── app.tsx            # Routes
│           ├── contexts/          # AuthContext
│           ├── pages/             # Route components
│           ├── components/        # KanbanBoard, TaskCard, TaskDetail, dialogs, UI primitives
│           ├── hooks/             # api.ts, use-auth, use-socket, use-tasks, use-relations, ...
│           ├── lib/               # constants, utils
│           └── types/             # TypeScript interfaces
├── Dockerfile
├── docker-compose.yml
├── package.json                   # Root workspace config
├── pnpm-workspace.yaml
└── turbo.json                     # Turborepo pipeline

Commands

pnpm dev              # Start both API and web in dev mode
pnpm build            # Build both apps
pnpm lint             # Lint all apps (note: eslint not installed — see AGENTS.md)
pnpm clean            # Clean build artifacts

# Database
pnpm db:generate      # Generate Prisma client
pnpm db:migrate       # Run Prisma migrations (add -- --name <desc> to create one)

# Tests
pnpm --filter @taskforge/api test    # API (Jest)
pnpm --filter @taskforge/web test    # Web (Vitest)

# Docker
pnpm docker:build     # Build Docker image
pnpm docker:run       # Run Docker container

Adding a New Module

Create apps/api/src/<module>/ with controller, service, module, and DTO files
Register the module in apps/api/src/app.module.ts
Add MCP tool definitions in apps/api/src/mcp/tool-definitions.ts and handlers in mcp.service.ts
Add API client methods in apps/web/src/hooks/api.ts
Add WebSocket event handling in apps/web/src/hooks/use-socket.ts

Use Cases

Solo Developer

Run locally with SQLite. Use the SPA for daily work, the MCP server to let your AI coding agent create and manage tasks automatically via a bot token.

Small Team

Deploy on a single VPS with Docker. Admins create invite tokens; members sign up and use the SPA. CI/CD pipelines use the REST API (via bot tokens) to create release tasks. AI agents join standups and update boards.

Agent-First Workflow

Your AI agent manages the entire board. The agent creates tasks from PR descriptions, moves them through review stages, assigns reviewers, links blockers, and archives completed work — all via MCP. Humans check in via the SPA when needed.

Hybrid

Humans use the Kanban board. AI agents use MCP to:

Create tasks from bug reports
Move tasks through pipeline stages
Assign work based on team capacity
Search and report on task status
Add comments with analysis results
Link blocking relationships

FAQ

Q: Can I use a different database? A: Yes. Change the provider in prisma/schema.prisma from sqlite to postgresql or mysql, update DATABASE_URL, and run pnpm db:migrate. Prisma handles the rest.

Q: How do agents authenticate? A: An admin creates a bot token via POST /api/auth/bot-token (365-day expiry). The agent sends it as Authorization: Bearer <token> on every REST and MCP request, and in the auth WebSocket message. User session tokens (90-day expiry) also work.

Q: Can I deploy to Fly.io / Railway / Render? A: Yes. The Docker image is self-contained. Set DATABASE_URL to a persistent volume path. For SQLite, ensure the volume persists across restarts. For production, consider PostgreSQL.

Q: How do I add custom fields to tasks? A: Use the metadata field — it's a JSON string that accepts arbitrary data. Parse it in your frontend or agent logic.

Q: Can multiple agents connect simultaneously? A: Yes. The MCP endpoint is session-based and handles concurrent requests. WebSocket events broadcast to all connected clients.

Q: How are task numbers assigned? A: Each board has an identifier (3-letter prefix) and a nextTaskNum counter. Every new task gets the next number (e.g. TF-1, TF-2), displayed and searchable as TF-12.

License

MIT

Contributing

Fork the repository
Create a feature branch (git checkout -b feature/amazing)
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing)
Open a Pull Request

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

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TaskForge

Features

Screenshots

Architecture

Data Model

Quick Start

Prerequisites

Docker (fastest)

Local Development

Docker (Production, from source)

Configuration

.env file

Authentication

Auth Endpoints (/api/auth)

Settings Endpoints (/api/settings)

REST API

Boards

Statuses

Tasks

Task Relations

Comments

Documents

Labels

Activity

Subscriptions & Notifications

Board Members

Public Sharing

MCP Server (AI Agent Interface)

Authentication

How Agents Connect

Available MCP Tools

Boards

Statuses

Tasks

Comments

Labels

Activity

Documents

Subscriptions & Notifications

Members

Relations

Example: Agent Creates a Board and Tasks

WebSocket Events

Event Types

Frontend (SPA)

Routes

Tech Stack

Docker

Building

Volumes

Health Check

Migrations on Startup

Development

Project Structure

Commands

Adding a New Module

Use Cases

Solo Developer

Small Team

Agent-First Workflow

Hybrid

FAQ

License

Contributing

Tool Schema Changelog

Maintenance

Resources

Looking for Admin?

Related MCP Connectors

Related MCP Servers

planka-mcp

kanban-lite

kanban-mcp

kanban-tui

Latest Blog Posts

MCP directory API

Auth Endpoints (`/api/auth`)

Settings Endpoints (`/api/settings`)