Gitlab MCP Server

Certified

The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.

Version control Developer tools #GitLab Integration #Code Review #CI/CD Management #Project Management Remote .TypeScript

rating : 4.3 points

downloads : 75

update time : 2025-04-28

What is the GitLab MCP server?

The GitLab MCP server is a powerful tool that allows you to interact with your projects through your GitLab account. You can view code differences, analyze merge requests, review code, cherry - pick changes, manage CI/CD processes, etc.

How to use the GitLab MCP server?

After installation and configuration, you can interact with GitLab projects through simple commands or prompts. Just provide your GitLab API token to start using it.

Use cases

The GitLab MCP server is very suitable for developers, project managers, and technical support teams. It can help you efficiently manage code, analyze merge requests, and collaborate with your team.

Main Features

Core Repository FeaturesList projects, get details, manage branches, handle merge requests, view code differences, etc.

Project Settings and IntegrationsManage project integrations and services, configure Slack integration, set up and test Webhooks.

CI/CD ManagementManage Pipeline trigger tokens, CI/CD variables, trigger and control Pipelines.

User and Group ManagementList and manage users, handle groups and group memberships, manage project member access levels.

Advantages and Limitations

Advantages

Simplify the GitLab operation process and improve work efficiency.

Support various advanced functions such as code review and CI/CD management.

Easy to integrate into existing workflows.

Support cross - platform use and be compatible with multiple AI assistants.

Limitations

An effective GitLab API token is required for use.

Some advanced functions may require additional configuration.

Higher computing resources may be required for large projects.

How to Use

Clone the GitLab MCP server repository

Run the following command to clone the GitLab MCP server repository: `git clone https://github.com/rifqi96/mcp - gitlab.git`.

Install dependencies

Enter the project directory and install dependencies: `npm install`.

Build the server

Build the server using the following command: `npm run build`.

Configure the API token

Add your GitLab API token to the MCP settings file.

Usage Examples

List GitLab projectsGet a list of all projects under the current GitLab account.

Get merge request detailsGet the detailed information of a specific merge request in a project.

Add a comment to a merge requestAdd a comment to a specified merge request in a project.

Frequently Asked Questions

How to generate a GitLab API token?

Does the GitLab MCP server support CI/CD management?

What prerequisites are required for the GitLab MCP server?

Related Resources

GitLab MCP server documentation

Complete documentation for the GitLab MCP server.

GitLab API reference

Official reference documentation for the GitLab API.

GitLab MCP server GitHub repository

Open - source code repository for the GitLab MCP server.

🚀 GitLab MCP Server

A Model Context Protocol (MCP) server that enables you to interact with your GitLab account. Retrieve code differences, analyze merge requests, review code, cherry-pick changes, and more. This is an extended version of the MCP GitLab Server from the Model Context Protocol project.

🚀 Quick Start

The GitLab MCP Server allows seamless interaction with your GitLab account, offering a range of capabilities for code analysis, review, and project management.

✨ Features

The features of the GitLab MCP Server include:

View and Analyze Code: The assistant can retrieve file contents, view branch differences, and examine merge request changes to better understand the code.
Provide Code Reviews: The assistant can offer feedback through comments or internal notes to assist with code reviews.
Manage Project Workflows: The assistant can help update merge request attributes, add comments, and assist with repository management tasks.
Explore Project Structures: The assistant can browse projects, branches, and files to understand the structure of the codebase.
Configure CI/CD and Integrations: The assistant can help set up webhooks, manage CI/CD variables, and configure project integrations.

📦 Installation

Installation Steps:

Clone the repository:

git clone https://github.com/rifqi96/mcp-gitlab.git

Install dependencies:
```
npm install
```
Build the server:
```
npm run build
```

Configure the GitLab API Token

Create a .env file in the root directory of your project.
Add the following content, replacing YOUR_API_TOKEN with your actual GitLab API token:
```
GITLAB_PRIVATE_TOKEN=your_api_token_here
```

💻 Usage Examples

Integration with AI Assistants

When connected to an MCP-compatible AI assistant, this server enables the assistant to:

View and Analyze Code: The assistant can retrieve file contents, view branch differences, and examine merge request changes to better understand the code.
Provide Code Reviews: The assistant can offer feedback through comments or internal notes to assist with code reviews.
Manage Project Workflows: The assistant can help update merge request attributes, add comments, and assist with repository management tasks.
Explore Project Structures: The assistant can browse projects, branches, and files to understand the structure of the codebase.
Configure CI/CD and Integrations: The assistant can help set up webhooks, manage CI/CD variables, and configure project integrations.

Get the Most Value from the AI Assistant

Provide specific project, merge request, or file information.
Provide the project ID or path whenever possible.
Leverage the assistant for code reviews by analyzing specific merge requests.
Request the assistant to assist with repository configuration and management tasks.
Use internal notes to share feedback within the team.

📚 Documentation

`gitlab://projects`

Lists all GitLab projects you have access to (based on your API token permissions).

📄 License

MIT

add_webhook

Add a new Webhook.

Parameters

project_id : string*

Description

The unique identifier of the project.

Parameters

url : string*

Description

The URL address of the Webhook.

get_webhook

Get the information of a specific Webhook in a specified project.

Parameters

project_id : string*

Description

The unique identifier of the project.

Parameters

webhook_id : number*

Description

The unique identifier of the Webhook.

update_webhook

Update the configuration of a specific Webhook in a specified project.

Parameters

project_id : string*

Description

The unique identifier of the project.

Parameters

webhook_id : number*

Description

The unique identifier of the Webhook.

Parameters

url : string*

Description

The new URL address of the Webhook.

Parameters

active : boolean*

Description

Control whether the Webhook is enabled.

delete_webhook

Delete a specific Webhook in a specified project.

Parameters

project_id : string*

Description

The unique identifier of the project.

Parameters

webhook_id : number*

Description

The unique identifier of the Webhook.

test_webhook

Test whether a specific Webhook in a specified project is working properly.

Parameters

project_id : string*

Description

The unique identifier of the project.

Parameters

webhook_id : number*

Description

The unique identifier of the Webhook.

list_users

List all user information.

Parameters

active : boolean*

Description

Filter and display active users.

get_user

Get the detailed information of a specified user.

Parameters

user_id : string*

Description

The unique identifier of the user.

list_groups

List all user groups.

get_group

Get the detailed information of a specified user group.

Parameters

group_id : string*

Description

The unique identifier of the group.

list_group_members

List all members of a specified user group.

Parameters

group_id : string*

Description

The unique identifier of the group.

add_group_member

Add a member to a specified user group.

Parameters

group_id : string*

Description

The unique identifier of the group.

Parameters

user_id : string*

Description

The unique identifier of the user.

Parameters

access_level : string*

Description

The access level of the member (e.g., admin or developer).

Parameters

expires_at : string*

Description

The expiration time of the access level, in ISO date string format.

list_project_members

List all members of a specified project.

Parameters

project_id : string*

Description

The unique identifier of the project.

add_project_member

Add a member to a specified project.

Parameters

project_id : string*

Description

The unique identifier of the project.

Parameters

user_id : string*

Description

The unique identifier of the user.

Parameters

access_level : string*

Description

The access level of the member (e.g., admin or developer).

Parameters

expires_at : string*

Description

The expiration time of the access level, in ISO date string format.

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