MCP Directory

GitLab

GitHub
Developer Tools

Access GitLab repositories, issues, and merge requests

Capabilities

github automationcode understanding

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y @modelcontextprotocol/server-gitlab

Note: Requires GitLab API token

Environment Variables

GITLAB_TOKENRequired
GITLAB_URLOptional

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from GitLab your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-gitlab"
      ],
      "env": {
        "GITLAB_TOKEN": "<your-gitlab_token>"
      }
    }
  }
}

Route GitLab intelligently

Connect in 2 minutes. Only pay for the tools your agent actually uses.

Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add gitlab

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use GitLab directly without routing

npx -y @modelcontextprotocol/server-gitlab

New to Agent-CoreX? View setup guide →

GitLab MCP Server — Agent-CoreX