Gitlab Kanban MCP Server

GitLab Kanban board operations through MCP. Exposed over MCP by the gitlab kanban mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.

What it actually does

A Model Context Protocol server for managing GitLab Kanban board operations.

Its toolset

Everything the assistant can do here goes through one of these:

• list_tasks — Retrieve task list from project's Kanban board
• create_task — Create a new task on the Kanban board
• update_task — Update an existing task
• delete_task — Delete a task from the board
• add_comment — Add a comment to a task

Adding it to your client

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

Configuration

You will need 2 environment variables: GITLAB_TOKEN, GITLAB_URL. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

When to reach for it

Among the planning and project tracking options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Gitlab Kanban's toolset — list_tasks, create_task, update_task and 2 more — is a fair guide to whether it matches your workflow. It is maintained by Sunwood-ai-labs; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Gitlab Kanban's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Caveats

• It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
• Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
• MCP clients confirm each tool call by default. Leave that on until you have watched what the gitlab kanban mcp server does with a few real requests.