GitLab MCP Server

Inspect GitLab merge requests, pipeline statuses, and repository code from AI assistants.

What it does

Official Model Context Protocol integration for GitLab SaaS and self-managed GitLab instances. Inspect merge request reviews, query CI/CD pipeline logs, and manage repository issues.

Installation & Setup

Level: intermediate

```json
{
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-gitlab"],
      "env": { "GITLAB_PERSONAL_ACCESS_TOKEN": "glpat-..." }
    }
  }
}
```

Prerequisites: GitLab Personal Access Token.

Security & Privacy Notes

Compatible with enterprise self-managed GitLab instances behind corporate VPNs.

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