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GitLab MR

Verified Integration
Author: @kopfrechner•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#AI#GitHub#Node.js#Automation

Client Configuration

— Connect GitLab MR to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "gitlab-mr": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-gitlab-mr"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Enables AI agents to interact with GitLab merge requests and issues via the Model Context Protocol (MCP).

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for GitLab MR

GitLab MR MCP is a server that enables AI agents to interact with GitLab merge requests and issues using the Model Context Protocol (MCP). This allows for automated code reviews, commenting, and issue management.

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