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mcp-gitlab-server

MCP.Pizza Chef: yoda-digital

The mcp-gitlab-server is a robust MCP server designed to integrate GitLab data into AI workflows. It provides structured access to GitLab group projects, repository details, and activity tracking, enabling AI models to interact with GitLab environments in real time. This server facilitates enhanced project management, code review automation, and activity monitoring within MCP-enabled applications.

Use This MCP server To

List GitLab group projects with detailed metadata Track recent activity and commits across GitLab repositories Enable AI-driven code review and merge request analysis Automate project status reporting from GitLab data Integrate GitLab project insights into developer copilot tools Monitor repository changes and trigger notifications Aggregate GitLab issue and merge request summaries for AI models

README

GitLab MCP Server

GitLab MCP Server Logo

npm License: MIT GitHub issues GitHub stars

A powerful Model Context Protocol (MCP) server for GitLab integration, enabling AI assistants to interact with your GitLab resources.

✨ Features

  • Comprehensive GitLab API Integration - Access repositories, issues, merge requests, wikis, and more
  • Both Transports Supported - Use with stdio or Server-Sent Events (SSE)
  • Consistent Response Formatting - Standardized pagination and response structures
  • Strong TypeScript Typing - Built with the MCP SDK for type safety
  • Complete Documentation - Examples for all available tools

🔍 Supported Operations

  • Repository Management - Search, create, fork repositories
  • File Handling - Read, create, update files
  • Branch Operations - Create and manage branches
  • Issue Tracking - Create, list, filter issues
  • Merge Requests - Create, list, review merge requests
  • Group Management - List group projects and members
  • Project Activity - Track events and commit history
  • Wiki Management - Full support for project and group wikis with attachments
  • Member Management - List and manage project/group members

🚀 Getting Started

Installation

From npm (Recommended)
npm install @yoda.digital/gitlab-mcp-server
From Source
# Clone the repository
git clone https://github.com/yoda-digital/mcp-gitlab-server.git
cd mcp-gitlab-server

# Install dependencies
npm install

# Build the project
npm run build

Configuration

Environment Variables

The server requires the following environment variables:

Variable Required Default Description
GITLAB_PERSONAL_ACCESS_TOKEN Yes - Your GitLab personal access token
GITLAB_API_URL No https://gitlab.com/api/v4 GitLab API URL
PORT No 3000 Port for SSE transport
USE_SSE No false Set to 'true' to use SSE transport
GITLAB_READ_ONLY_MODE No false Set to 'true' to enable read-only mode (see below)
Read-Only Mode

When GITLAB_READ_ONLY_MODE is set to true, the server will only expose read operations. This is useful for client applications that shouldn't have write access to your GitLab resources. In read-only mode, the following tools will be available:

  • search_repositories
  • get_file_contents
  • list_group_projects
  • get_project_events
  • list_commits
  • list_issues
  • list_merge_requests
  • list_project_wiki_pages
  • get_project_wiki_page
  • list_group_wiki_pages
  • get_group_wiki_page
  • list_project_members
  • list_group_members

Any attempt to use write operations (create, update, delete) will result in an error when in read-only mode.

MCP Settings Configuration

Add the GitLab MCP server to your MCP settings file:

{
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": ["-y", "@yoda.digital/gitlab-mcp-server"],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "your_token_here",
        "GITLAB_API_URL": "https://gitlab.com/api/v4"
      },
      "alwaysAllow": [],
      "disabled": false
    }
  }
}

For read-only mode, add the GITLAB_READ_ONLY_MODE environment variable:

{
  "mcpServers": {
    "gitlab-readonly": {
      "command": "npx",
      "args": ["-y", "@yoda.digital/gitlab-mcp-server"],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "your_token_here",
        "GITLAB_API_URL": "https://gitlab.com/api/v4",
        "GITLAB_READ_ONLY_MODE": "true"
      },
      "alwaysAllow": [],
      "disabled": false
    }
  }
}

Usage

With stdio transport (default)
# Set your GitLab personal access token
export GITLAB_PERSONAL_ACCESS_TOKEN=your_token_here

# Run the server
npm start
With SSE transport
# Set your GitLab personal access token and enable SSE
export GITLAB_PERSONAL_ACCESS_TOKEN=your_token_here
export GITLAB_READ_ONLY_MODE=false
export USE_SSE=true
export PORT=3000  # Optional, defaults to 3000

# Run the server
npm start
With npx
# Run directly with npx
GITLAB_PERSONAL_ACCESS_TOKEN=your_token_here npx @yoda.digital/gitlab-mcp-server

🛠️ Available Tools

Repository Operations

search_repositories: Search for GitLab projects
{
  "search": "project-name",
  "page": 1,
  "per_page": 20
}
create_repository: Create a new GitLab project
{
  "name": "new-project",
  "description": "A new project",
  "visibility": "private",
  "initialize_with_readme": true
}
fork_repository: Fork a GitLab project
{
  "project_id": "username/project",
  "namespace": "target-namespace"
}
list_group_projects: List all projects within a specific GitLab group
{
  "group_id": "group-name",
  "archived": false,
  "visibility": "public",
  "include_subgroups": true,
  "page": 1,
  "per_page": 20
}

File Operations

get_file_contents: Get the contents of a file from a GitLab project
{
  "project_id": "username/project",
  "file_path": "path/to/file.txt",
  "ref": "main"
}
create_or_update_file: Create or update a single file in a GitLab project
{
  "project_id": "username/project",
  "file_path": "path/to/file.txt",
  "content": "File content here",
  "commit_message": "Add/update file",
  "branch": "main",
  "previous_path": "old/path/to/file.txt"
}
push_files: Push multiple files to a GitLab project in a single commit
{
  "project_id": "username/project",
  "files": [
    {
      "path": "file1.txt",
      "content": "Content for file 1"
    },
    {
      "path": "file2.txt",
      "content": "Content for file 2"
    }
  ],
  "commit_message": "Add multiple files",
  "branch": "main"
}

Branch Operations

create_branch: Create a new branch in a GitLab project
{
  "project_id": "username/project",
  "branch": "new-branch",
  "ref": "main"
}

Issue Operations

create_issue: Create a new issue in a GitLab project
{
  "project_id": "username/project",
  "title": "Issue title",
  "description": "Issue description",
  "assignee_ids": [1, 2],
  "milestone_id": 1,
  "labels": ["bug", "critical"]
}
list_issues: Get issues for a GitLab project with filtering
{
  "project_id": "username/project",
  "state": "opened",
  "labels": "bug,critical",
  "milestone": "v1.0",
  "author_id": 1,
  "assignee_id": 2,
  "search": "keyword",
  "created_after": "2023-01-01T00:00:00Z",
  "created_before": "2023-12-31T23:59:59Z",
  "updated_after": "2023-06-01T00:00:00Z",
  "updated_before": "2023-06-30T23:59:59Z",
  "page": 1,
  "per_page": 20
}
list_issue_notes: Get all comments and system notes for a GitLab issue
{
  "project_id": "username/project",
  "issue_iid": 42,
  "sort": "desc",
  "order_by": "created_at",
  "page": 1,
  "per_page": 20
}

Response Format:

{
  "count": 15,
  "notes": [
    {
      "id": 123456,
      "body": "This is a comment on the issue",
      "author": {
        "id": 1,
        "username": "username",
        "name": "User Name"
      },
      "created_at": "2023-01-01T00:00:00Z",
      "updated_at": "2023-01-01T00:00:00Z",
      "system": false,
      "type": "comment"
    },
    {
      "id": 123457,
      "body": "added label ~bug",
      "author": {
        "id": 1,
        "username": "username",
        "name": "User Name"
      },
      "created_at": "2023-01-02T00:00:00Z",
      "updated_at": "2023-01-02T00:00:00Z",
      "system": true,
      "type": "system"
    }
    // ... other notes
  ]
}
list_issue_discussions: Get all discussions (threaded comments) for a GitLab issue
{
  "project_id": "username/project",
  "issue_iid": 42,
  "page": 1,
  "per_page": 20
}

Response Format:

{
  "count": 5,
  "discussions": [
    {
      "id": "discussion-123",
      "individual_note": true,
      "notes": [
        {
          "id": 123456,
          "body": "This is a comment on the issue",
          "author": {
            "id": 1,
            "username": "username",
            "name": "User Name"
          },
          "created_at": "2023-01-01T00:00:00Z",
          "updated_at": "2023-01-01T00:00:00Z",
          "system": false,
          "type": "comment"
        }
      ]
    },
    {
      "id": "discussion-124",
      "individual_note": false,
      "notes": [
        {
          "id": 123457,
          "body": "This is a thread starter",
          "author": {
            "id": 1,
            "username": "username",
            "name": "User Name"
          },
          "created_at": "2023-01-02T00:00:00Z",
          "updated_at": "2023-01-02T00:00:00Z",
          "system": false,
          "type": "comment"
        },
        {
          "id": 123458,
          "body": "This is a reply in the thread",
          "author": {
            "id": 2,
            "username": "username2",
            "name": "User Name 2"
          },
          "created_at": "2023-01-03T00:00:00Z",
          "updated_at": "2023-01-03T00:00:00Z",
          "system": false,
          "type": "comment"
        }
      ]
    }
    // ... other discussions
  ]
}

Merge Request Operations

create_merge_request: Create a new merge request in a GitLab project
{
  "project_id": "username/project",
  "title": "Merge request title",
  "description": "Merge request description",
  "source_branch": "feature-branch",
  "target_branch": "main",
  "allow_collaboration": true,
  "draft": false
}
list_merge_requests: Get merge requests for a GitLab project with filtering
{
  "project_id": "username/project",
  "state": "opened",
  "order_by": "created_at",
  "sort": "desc",
  "milestone": "v1.0",
  "labels": "feature,enhancement",
  "created_after": "2023-01-01T00:00:00Z",
  "created_before": "2023-12-31T23:59:59Z",
  "updated_after": "2023-06-01T00:00:00Z",
  "updated_before": "2023-06-30T23:59:59Z",
  "author_id": 1,
  "assignee_id": 2,
  "search": "keyword",
  "source_branch": "feature-branch",
  "target_branch": "main",
  "page": 1,
  "per_page": 20
}

Project Activity

get_project_events: Get recent events/activities for a GitLab project
{
  "project_id": "username/project",
  "action": "pushed",
  "target_type": "issue",
  "before": "2023-12-31T23:59:59Z",
  "after": "2023-01-01T00:00:00Z",
  "sort": "desc",
  "page": 1,
  "per_page": 20
}
list_commits: Get commit history for a GitLab project
{
  "project_id": "username/project",
  "sha": "branch-or-commit-sha",
  "path": "path/to/file",
  "since": "2023-01-01T00:00:00Z",
  "until": "2023-12-31T23:59:59Z",
  "all": true,
  "with_stats": true,
  "first_parent": true,
  "page": 1,
  "per_page": 20
}

Member Operations

list_project_members: List all members of a GitLab project (including inherited members)
{
  "project_id": "username/project",
  "query": "search term",
  "page": 1,
  "per_page": 20
}

Response Format:

{
  "count": 3,
  "items": [
    {
      "id": 123,
      "username": "username",
      "name": "User Name",
      "state": "active",
      "avatar_url": "https://gitlab.com/avatar.png",
      "web_url": "https://gitlab.com/username",
      "access_level": 50,
      "access_level_description": "Owner"
    }
    // ... other members
  ]
}
list_group_members: List all members of a GitLab group (including inherited members)
{
  "group_id": "group-name",
  "query": "search term",
  "page": 1,
  "per_page": 20
}

Response Format:

{
  "count": 5,
  "items": [
    {
      "id": 456,
      "username": "username",
      "name": "User Name",
      "state": "active",
      "avatar_url": "https://gitlab.com/avatar.png",
      "web_url": "https://gitlab.com/username",
      "access_level": 30,
      "access_level_description": "Developer"
    }
    // ... other members
  ]
}

Project Wiki Operations

list_project_wiki_pages: List all wiki pages for a GitLab project
{
  "project_id": "username/project",
  "with_content": false
}
get_project_wiki_page: Get a specific wiki page for a GitLab project
{
  "project_id": "username/project",
  "slug": "page-slug",
  "render_html": false,
  "version": "commit-sha"
}
create_project_wiki_page: Create a new wiki page for a GitLab project
{
  "project_id": "username/project",
  "title": "Page Title",
  "content": "Wiki page content",
  "format": "markdown"
}
edit_project_wiki_page: Edit an existing wiki page for a GitLab project
{
  "project_id": "username/project",
  "slug": "page-slug",
  "title": "New Page Title",
  "content": "Updated wiki page content",
  "format": "markdown"
}
delete_project_wiki_page: Delete a wiki page from a GitLab project
{
  "project_id": "username/project",
  "slug": "page-slug"
}
upload_project_wiki_attachment: Upload an attachment to a GitLab project wiki
{
  "project_id": "username/project",
  "file_path": "path/to/attachment.png",
  "content": "base64-encoded-content",
  "branch": "main"
}

Group Wiki Operations

list_group_wiki_pages: List all wiki pages for a GitLab group
{
  "group_id": "group-name",
  "with_content": false
}
get_group_wiki_page: Get a specific wiki page for a GitLab group
{
  "group_id": "group-name",
  "slug": "page-slug",
  "render_html": false,
  "version": "commit-sha"
}
create_group_wiki_page: Create a new wiki page for a GitLab group
{
  "group_id": "group-name",
  "title": "Page Title",
  "content": "Wiki page content",
  "format": "markdown"
}
edit_group_wiki_page: Edit an existing wiki page for a GitLab group
{
  "group_id": "group-name",
  "slug": "page-slug",
  "title": "New Page Title",
  "content": "Updated wiki page content",
  "format": "markdown"
}
delete_group_wiki_page: Delete a wiki page from a GitLab group
{
  "group_id": "group-name",
  "slug": "page-slug"
}
upload_group_wiki_attachment: Upload an attachment to a GitLab group wiki
{
  "group_id": "group-name",
  "file_path": "path/to/attachment.png",
  "content": "base64-encoded-content",
  "branch": "main"
}

🔧 Development

Requirements

  • Node.js 16+
  • npm 7+
  • A GitLab account with a personal access token

Building the Project

npm run build

Running Tests

npm test

Code Style and Linting

npm run lint

Release Process

  1. Update version in package.json
  2. Update CHANGELOG.md
  3. Create a new release on GitHub
  4. Publish to npm with npm publish

📖 Documentation

For more detailed documentation, please visit our documentation site or check the TypeScript definitions in the source code.

💼 Use Cases

  • AI-powered Development Workflows - Enable AI assistants to interact with your GitLab repositories
  • Automated Issue and PR Management - Streamline development processes with AI support
  • Wiki Management - Automate documentation updates and knowledge base management
  • Team Collaboration - Integrate AI assistants into your team's GitLab workflow

📊 Roadmap

  • GitLab CI/CD Integration
  • Advanced Project Analytics
  • Comprehensive Test Suite
  • Support for GitLab GraphQL API
  • Extended Webhook Support

🤝 Contributing

Contributions are welcome and appreciated! Here's how you can contribute:

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add some amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

Please make sure to update tests as appropriate and follow the code style of the project.

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

👥 Contributors

Thanks to all the contributors who have helped improve this project:

Special thanks to:

  • thomasleveil - Implemented GitLab member listing functionality for projects and groups with consistent response formatting

📦 NPM Package

This package is available on npm:
https://www.npmjs.com/package/@yoda.digital/gitlab-mcp-server

mcp-gitlab-server FAQ

How do I authenticate the mcp-gitlab-server with my GitLab instance?
You authenticate using a personal access token configured in the server settings, enabling secure API access.
Can the mcp-gitlab-server handle multiple GitLab groups simultaneously?
Yes, it supports multiple groups, allowing aggregated project and activity data retrieval across them.
What GitLab data does the server expose to the MCP client?
It exposes group projects, repository metadata, commit histories, merge requests, and activity logs.
Is the mcp-gitlab-server compatible with different GitLab versions?
It supports GitLab's REST API v4, compatible with most recent GitLab self-hosted and GitLab.com versions.
How does the server ensure data privacy and security?
It scopes access via tokens and limits data exposure to authorized MCP clients only.
Can I customize the data fields exposed by the mcp-gitlab-server?
Yes, the server configuration allows filtering and selecting specific project and activity fields.
Does the server support real-time updates or polling?
It primarily uses polling to fetch recent activity and project changes at configurable intervals.
How do I deploy the mcp-gitlab-server?
It can be deployed as a standalone Node.js service with environment variables for configuration.