# GitLab MCP Server

Go MCP server for GitLab: 2 dynamic tools reach ~872 actions on Free/CE, up to ~1098 on Ultimate.

- Weekly downloads: n/a
- GitHub stars: 45
- Health: active
- Repository: https://github.com/jmrplens/gitlab-mcp-server
- Registry names: io.github.jmrplens/gitlab-mcp-server
- Categories: Dev tools & GitHub, AI models & media, Memory & context
- Snapshot: 2026-10-16

## Install

```sh
docker run -i --rm ghcr.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8
docker run -i --rm docker.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8
npx -y @jmrp.io/gitlab-mcp-server
uvx jmrplens-gitlab-mcp-server
```

```json
{
  "mcpServers": {
    "gitlab-mcp-server": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8"
      ]
    }
  }
}
```

Source: https://mcpmorning.com/mcp/jmrplens-gitlab-mcp-server/