Allows AI assistants to access GitLab CI pipelines, job logs, repositories, branches, merge requests, and commits through the GitLab REST API.
Click on "Install 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., "@gitlab-mcp show the latest pipeline status for the main branch"
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 GitLab — gives AI assistants access to CI pipelines, job logs, repositories, branches, merge requests, and commits through the GitLab REST API.
CI failures, pipeline status, and MR reviews are a constant context-switch. This server lets an AI assistant fetch job logs, retry failures, inspect diffs, and comment on MRs without the developer leaving their current task.
Related MCP server: GitLab MCP Server
Pipelines & Jobs
Tool | Description |
| Recent pipelines with status |
| Pipeline summary + job breakdown |
| Jobs in a specific pipeline |
| Status of a single job |
| Raw log output (with |
| Block until a job reaches a terminal state |
| Retry a failed/cancelled job |
| Cancel a running job |
| Retry all failed jobs in a pipeline |
| Trigger a new pipeline on a ref |
Repositories & Branches
Tool | Description |
| Projects accessible to the token |
| Project metadata |
| Branches with latest commit |
| File contents at any ref |
| Commit log for a ref |
| Commit detail + diff stats |
Merge Requests
Tool | Description |
| Open/closed/merged MRs |
| Full MR detail |
| Open a new MR |
| Post a comment on an MR |
Variable | Description |
| GitLab instance base URL |
| Personal or project access token |
| Default project path (e.g. |
|
|
| SSE listen address |
pip install -e .
GITLAB_URL=https://gitlab.example.com GITLAB_TOKEN=... gitlab-mcpDeployed as a systemd SSE service on Proteus. GitLab CI pushes on merge to main.
Unclaimed servers have limited discoverability.
If you are the server author, to access and configure the admin panel.
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