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Gitlab Mr MCP

GitLab MR MCP is a service based on the Model Context Protocol (MCP), which provides the ability for AI agents to interact with GitLab repositories, including managing merge requests, viewing code differences, adding comments, and other functions.
2.5 points
40

What is GitLab MR MCP?

GitLab MR MCP is an intelligent service that allows AI assistants to directly interact with code merge requests (Merge Requests) and issues on the GitLab platform. Through this service, AI can view project information, obtain code changes, read discussion comments, and participate in the code review process.

How to use GitLab MR MCP?

You can connect GitLab MR MCP to your AI assistant (such as Claude) through simple installation steps. After installation, the AI will be able to help you manage code reviews and issue tracking on GitLab according to your instructions.

Use cases

This service is particularly suitable for scenarios where development teams want AI assistants to participate in code reviews, automate code quality checks, or help manage project issue tracking.

Main features

Project browsingView a list of all GitLab projects you have access to
Merge request managementGet details, comments, and code change differences of merge requests
Intelligent commentingAI can add general comments or comments targeting specific code lines in merge requests
Issue trackingGet detailed information about GitLab issues

Advantages and limitations

Advantages
Improve code review efficiency, as AI can participate in reviews 24/7
Reduce fatigue and omissions in manual reviews
Seamlessly integrate with existing GitLab workflows
Support line-level code comments to precisely point out issues
Limitations
Requires a valid GitLab access token
The code understanding ability of AI is limited and cannot completely replace manual reviews
Currently does not support approval/rejection operations for merge requests

How to use

Install the service
Use Smithery for automatic installation or manually set up the service
Configure access permissions
Ensure that your GitLab token has api and read_api permissions
Start using
Interact with GitLab by sending instructions through the AI assistant

Usage examples

Code review assistantAI automatically checks newly submitted code and provides improvement suggestions
Issue trackingQuickly get detailed information about project issues

Frequently Asked Questions

What kind of GitLab access token do I need?
Can AI directly merge code?
What should I do if I encounter a 403 error?

Related resources

GitLab API documentation
Official GitLab API documentation
GitLab MR MCP source code
Project GitHub repository
Introduction to the MCP protocol
Official documentation of the Model Context Protocol
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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