The Dooray MCP Server provides integration with Dooray's project management and messenger platform, enabling task management, collaboration, and communication through a standardized MCP interface.
Task Management: List (with filters for tags, due dates, milestones, members, workflow class, etc.), view, create, update, change workflow status, and mark tasks as done
Comment Management: List, add, update, and delete comments on tasks
Project Information: Retrieve project details and list available workflows
Milestones: Full CRUD — create, list, get, update, and delete milestones
Tags: Create, list, and get tags
Templates: Full CRUD operations for post templates
Member Management: Search organization members, list/get project members, and add members to projects
Messenger: List and create channels, send messages, send direct messages (DMs), and join/leave channels
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Dooray MCP Server show me my tasks that are currently in the working workflow"
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.
MCP server for Dooray project management and messenger integration.
Task Management: Create, list, get, update tasks / Change workflow / Mark as done
Comments: List, add, update, delete comments on tasks
Project: Get project details, list workflows
Milestones: Full CRUD (create, list, get, update, delete)
Tags: Create, list, get tags
Templates: Full CRUD for post templates
Members: Search organization members, manage project members
Messenger: Create channels, send messages, DM, manage channel members
Related MCP server: Todoist MCP Server Extended
pip install dooray-mcpCreate a .env file:
DOORAY_API_KEY=your-api-key{
"mcpServers": {
"dooray": {
"command": "dooray-mcp"
}
}
}# Tasks
dooray task list --project-id YOUR_PROJECT_ID
dooray task create --project-id YOUR_PROJECT_ID --subject "New Task"
dooray task set-done TASK_ID --project-id YOUR_PROJECT_ID
# Comments
dooray comment list TASK_ID --project-id YOUR_PROJECT_ID
dooray comment add TASK_ID --project-id YOUR_PROJECT_ID --content "Comment"
# Project & Milestones
dooray project get PROJECT_ID
dooray milestone list --project-id YOUR_PROJECT_ID
# Members & Messenger
dooray member search --name "John"
dooray messenger send --channel-id CH_ID --content "Hello"For full CLI reference, see docs/tools-reference.md.
Domain | Tools | Operations |
Task | 6 | list, get, create, update, set-workflow, set-done |
Comment | 4 | list, add, update, delete |
Project | 2 | get, list-workflows |
Milestone | 5 | list, get, create, update, delete |
Tag | 3 | list, get, create |
Template | 5 | list, get, create, update, delete |
Member | 4 | search, list-project, get-project, add-project |
Messenger | 6 | list-channels, create-channel, send, dm, join, leave |
For detailed tool documentation, see docs/tools-reference.md.
pip install -e ".[dev]"
pytestAdd a new comment to a task
Inputs: project_id (required), post_id (required), content (required). Returns: result
Delete a comment from a task
Inputs: project_id (required), post_id (required), log_id (required). Returns: result
Get detailed information about a specific task
Inputs: project_id (required), post_id (required). Returns: result
List comments on a specific task
Inputs: project_id (required), post_id (required). Returns: result
List tasks from Dooray project with optional filtering
Inputs: project_id (required), page, size, workflow_class, +5 more. Returns: result
Update an existing comment
Inputs: project_id (required), post_id (required), log_id (required), content (required). Returns: result
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Scored across 6 tools
Each tool has a clearly distinct purpose targeting specific resources and actions: three tools for comments (add, delete, update), two for tasks (get, list), and one for listing comments. No overlap or ambiguity exists between these functions.
All tools follow a consistent 'dooray_verb_noun' pattern with snake_case, using clear verbs like add, delete, get, list, and update. This uniformity makes the tool set predictable and easy to understand.
With 6 tools, this server is well-scoped for managing tasks and comments in Dooray. Each tool serves a distinct and necessary function, avoiding bloat while covering core operations effectively.
The server provides complete CRUD coverage for comments (add, delete, update, list) and good task management (get, list), but lacks task creation, update, or deletion tools. This minor gap may require workarounds for full task lifecycle management.
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Task management for people and AI agents, with scoped OAuth access to issues, projects, and docs.
Task management for people and AI agents, with scoped OAuth access to issues, projects, and docs.
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