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GitLab API MCP Server

Manage repositories, CI/CD pipelines, and merge requests through your AI agent.

Quick Setup

Transport: STDIO

Command: npx -y @gitlab/mcp-server

Environment Variables

GITLAB_TOKEN

Example: your_gitlab_token

MCP Server Configuration

Add this to your claude_desktop_config.json or Cursor MCP settings.

{
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": ["-y","@gitlab/mcp-server"],
      "env": {
      "GITLAB_TOKEN": "your_gitlab_token"
}
    }
  }
}

Endpoints

GET/projects

List projects

GET/projects/{id}/merge_requests

List merge requests

GET/projects/{id}/pipelines

List pipelines

Official Documentation →