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GitLab MCP Server (noqta-gitlab-server)

GitLab MCP Server (noqta-gitlab-server)

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github.com/nooqtaVersion Control0Updated 43w ago

About GitLab MCP Server (noqta-gitlab-server)

GitLab MCP Server exposes GitLab API actions to AI assistants working with projects, issues, and merge requests. Its tools cover search, retrieval, and updates, and it can target self-hosted GitLab instances.

Key features

  1. 01Search projects and users
  2. 02Retrieve and manage issues
  3. 03Create branches and merge requests
  4. 04Read project wiki pages
  5. 05Create GitLab projects

Use cases

  1. 01Find GitLab projects and inspect details
  2. 02Bulk-update project issues
  3. 03Create a branch and open a merge request

MCP support

As an MCP server, it provides MCP clients with GitLab API tools for projects, issues, branches, merge requests, and wiki pages.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

No install method listed yet

We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.

Repository

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project README

GitLab MCP Server (noqta-gitlab-server)

A Model Context Protocol (MCP) server that provides tools for interacting with the GitLab API.

This server allows AI assistants (like Claude via the MCP integration) to perform various actions on GitLab, such as searching repositories, managing issues, creating branches, and more, directly through natural language commands.

Features / Available Tools

This server exposes the following tools for use by MCP clients:

  • search_repositories: Search for GitLab projects by name.
  • get_project_from_git_url: Get GitLab project details from a git remote URL.
  • list_issues: List issues for a specific GitLab project (filterable by state, labels, assignee, scope).
  • get_my_issues: List issues assigned to or created by the authenticated user across all projects (filterable by state, scope).
  • get_issue: Get details of a specific issue within a project by its IID.
  • create_issue_note: Add a comment (note) to a specific issue.
  • update_issue: Update attributes of an issue (e.g., title, description, labels, state).
  • bulk_update_issues: Update attributes of multiple issues in a project at once.
  • create_branch: Create a new branch in a project from a specified ref.
  • create_issue: Create a new issue in a project.
  • list_documentation_wiki_pages: List documentation wiki pages for the configured documentation project.
  • get_documentation_wiki_page: Get a documentation wiki page by slug for the configured documentation project.
  • list_wiki_pages: List wiki pages for a specific GitLab project (defaults to DOC_WIKI_PROJECT_PATH).
  • create_merge_request: Create a new merge request.
  • list_issue_notes: List comments (notes) for a specific issue.
  • create_merge_request_note: Add a comment (note) to a specific merge request.
  • search_user: Search for GitLab users by email or username.
  • create_repository: Create a new GitLab project (repository) under a user or group namespace.

(Refer to the server's ListTools response or the source code (src/index.ts) for detailed input schemas for each tool.)

Prerequisites

  • Node.js (LTS version recommended)
  • npm (usually included with Node.js)
  • A GitLab account (gitlab.com or self-hosted)
  • A GitLab Personal Access Token with api and read_api scopes.

Installation & Setup

  1. Clone the repository:

    git clone https://github.com/nooqta/noqta-gitlab-server.git # Replace with actual URL after creation
    cd noqta-gitlab-server
    
  2. Install dependencies:

    npm install
    
  3. Configure Environment Variables:

    • Copy the example environment file:
      cp .env.example .env
      
    • Edit the .env file:
      • Generate a GitLab Personal Access Token: Go to your GitLab profile -> Settings -> Access Tokens. Create a token with api and read_api scopes.
      • Paste the generated token into .env for the GITLAB_PERSONAL_ACCESS_TOKEN variable.
      • (Optional) If you use a self-hosted GitLab instance, update GITLAB_API_URL to point to your instance's API endpoint (e.g., https://gitlab.yourcompany.com/api/v4). Otherwise, leave it as the default for gitlab.com.
      • (Optional) Set DOC_WIKI_HOME_URL to your wiki home page URL. If DOC_WIKI_PROJECT_PATH is not set, it is derived from this URL.
  4. Build the server:

    npm run build
    

    This compiles the TypeScript code to JavaScript in the build/ directory.

Running the Server

Directly with Node.js (After Cloning and Building)

If you have cloned the repository and built the project (npm run build), you can run the server directly:

node build/index.js
Using npx (After Publishing to npm)

Once the package is published to npm (as @nooqta/gitlab-mcp-server), you can run it directly using npx without cloning or installing manually. npx will download and execute the package.

npx @nooqta/gitlab-mcp-server

Note: When running via npx, the server still requires the environment variables (GITLAB_PERSONAL_ACCESS_TOKEN and optionally GITLAB_API_URL) to be set in the environment where you execute the npx command, or available via a .env file in the directory where you run npx.

The server communicates over standard input/output (stdio). For persistent use, consider running it with a process manager like pm2 or systemd.

Integration (Example: Claude Desktop)

To use this server with an MCP client like Claude Desktop, add its configuration to the client's settings file.

Configuration File Locations:

  • MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%/Claude/claude_desktop_config.json
  • Linux: ~/.config/Claude/claude_desktop_config.json

Example claude_desktop_config.json entry (using npx):

{
  "mcpServers": {
    "@nooqta/gitlab-mcp-server": {
      "command": "npx",
      "args": ["-y", "@nooqta/gitlab-mcp-server"],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "...",
        "GITLAB_API_URL": "..."
      }
    }
  }
  // Potentially other configurations...
}

Example claude_desktop_config.json entry (using local build):

{
  "mcpServers": {
    "@nooqta/gitlab-mcp-server": {
      // Use the package name for consistency, even if running locally
      "command": "/full/path/to/your/custom-gitlab-server/build/index.js",
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "...",
        "GITLAB_API_URL": "..."
      }
    }
    // Potentially other configurations...
  }
}

Important Security Note: This server uses dotenv to load GITLAB_PERSONAL_ACCESS_TOKEN and GITLAB_API_URL from a .env file. Never put your actual token or sensitive URLs directly into the MCP client configuration file (like claude_desktop_config.json) using the env property. Always use a .env file (located either in the server's project directory for local runs, or in the directory where npx is executed) or provide the variables through the operating system's environment.

Development

  • Build: npm run build (Compiles TypeScript and sets executable permissions)
  • Watch Mode: npm run watch (Automatically recompiles on file changes)

Debugging

Since MCP servers communicate over stdio, direct debugging can be tricky. Use the MCP Inspector for easier debugging:

npm run inspector

This command starts the server with the inspector attached. Open the URL provided in the console output in your browser to view MCP messages and server logs.

License

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

Contributing

Contributions are welcome! Please see the CONTRIBUTING.md file for guidelines.

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