MCP server in n8n: AI manages GitLab — files, issues…

This automation template creates a middleware layer between AI tools and the GitLab API using an MCP server in n8n. It enables AI agents to perform GitLab operations without manual intervention: creating files, retrieving issues, updating releases, and closing tasks. Designed for teams building AI-first development workflows.

## Who it´s for
- Developers using AI assistants to interact with GitLab
- Engineering teams automating CI/CD via AI
- DevOps engineers integrating GitLab with internal AI platforms
- Tech leads building AI-first development workflows

## What the automation does
- Accepts requests from AI agents via the MCP protocol
- Manages files: create, read, update in repositories
- Handles issues: retrieve lists, lock, change status
- Updates release notes after testing or deployment
- Executes actions triggered by AI tools without human input

## What´s included
- Ready-to-use n8n workflow with MCP server
- Logic for processing AI agent requests
- Integration with GitLab API (no additional services)
- Basic text instructions for launch and adaptation

## Requirements for setup
- n8n account (cloud or self-hosted)
- GitLab access with API token and required permissions
- Configured MCP client in your AI tool

## Benefits and outcomes
- Reduced manual workload for developers
- Faster AI interaction with codebase
- Unified interface for all GitLab operations via AI
- Scalable AI agent integration into CI/CD pipelines
- Increased AI autonomy in task execution

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.