π οΈ GitLab tool MCP server πͺ all 18 operations
Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator? Join the community Complete MCP server exposing all GitLab Tool operations to AI agents. Zero configuration needed - all 18 operations pre-built. β‘ Quick Setup 1. Import this workflow into your n8n instance 2. Activate the workflow to start your MCP server 3. Copy the webhook URL from the MCP trigger node 4. Connect AI agents using the MCP URL π§ How it Works β’ MCP Trigger: Serv
At a glance
π οΈ GitLab tool MCP server πͺ all 18 operations is a ready-made n8n workflow you import as a workflow JSON file β no build required. It connects GitLab. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- GitLab
- Modules
- 19
- Price
- Free
- Version
- v1.0

About this workflow
Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator? Join the community Complete MCP server exposing all GitLab Tool operations to AI agents. Zero configuration needed - all 18 operations pre-built. β‘ Quick Setup 1. Import this workflow into your n8n instance 2. Activate the workflow to start your MCP server 3. Copy the webhook URL from the MCP trigger node 4. Connect AI agents using the MCP URL π§ How it Works β’ MCP Trigger: Serves as your server endpoint for AI agent requests β’ Tool Nodes: Pre-configured for every GitLab Tool operation β’ AI Expressions: Automatically populate parameters via $fromAI() placeholders β’ Native Integration: Uses official n8n GitLab Tool tool with full error handling π Available Operations (18 total) Every possible GitLab Tool operation is included: π File (5 operations) β’ Create a file β’ Delete a file β’ Edit a file β’ Get a file β’ List files π Issue (5 operations) β’ Create an issue β’ Create a comment on an issue β’ Edit an issue β’ Get an issue β’ Lock an issue π Release (5 operations) β’ Create a release β’ Delete a release β’ Get a release β’ Get many releases β’ Update a release π¦ Repository (2 operations) β’ Get a repository β’ Get issues of a repository π€ User (1 operations) β’ Get a user's repositories π€ AI Integration Parameter Handling: AI agents automatically provide values for: β’ Resource IDs and identifiers β’ Search queries and filters β’ Content and data payloads β’ Configuration options Response Format: Native GitLab Tool API responses with full data structure Error Handling: Built-in n8n error management and retry logic π‘ Usage Examples Connect this MCP server to any AI agent or workflow: β’ Claude Desktop: Add MCP server URL to configuration β’ Custom AI Apps: Use MCP URL as tool endpoint β’ Other n8n Workflows: Call MCP tools from any workflow β’ API Integration: Direct HTTP calls to MCP endpoints β¨ Benefits β’ Complete Coverage: Every GitLab Tool operation available β’ Zero Setup: No parameter mapping or configuration needed β’ AI-Ready: Built-in $fromAI() expressions for all parameters β’ Production Ready: Native n8n error handling and logging β’ Extensible: Easily modify or add custom logic > π Free for community use! Ready to deploy in under 2 minutes.
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n β click the menu β Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
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- JSON blueprint β instant download
- Setup guide PDF included
- 5 downloads Β· valid 30 days
- Works with n8n
Need help setting this up?
Book a 3-hour live setup session with an Agility consultant.
- Configure live on Google Meet / Zoom
- Free follow-up if workflow has defects
- Platform expert assigned to you