src

注：当前项目为 Serverless Devs 应用，由于应用中会存在需要初始化才可运行的变量（例如应用部署地区、函数名等等），所以不推荐直接 Clone 本仓库到本地进行部署或直接复制 s.yaml 使用，强烈推荐通过 s init ${模版名称} 的方法或应用中心进行初始化，详情可参考部署 & 体验 。

start-mcp-gitlab 帮助文档

Gitlab MCP Server 模版

资源准备

使用该项目，您需要有开通以下服务并拥有对应权限：

服务/业务	权限	相关文档
函数计算	AliyunFCFullAccess	帮助文档 计费文档

部署 & 体验

• 🔥 通过 云原生应用开发平台 CAP ， 该应用。

案例介绍

GitLab MCP Server

MCP Server for the GitLab API, enabling project management, file operations, and more.

Features

• Automatic Branch Creation: When creating/updating files or pushing changes, branches are automatically created if they don't exist
• Comprehensive Error Handling: Clear error messages for common issues
• Git History Preservation: Operations maintain proper Git history without force pushing
• Batch Operations: Support for both single-file and multi-file operations

Tools

1. create_or_update_file

   • Create or update a single file in a project
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • file_path (string): Path where to create/update the file
     • content (string): Content of the file
     • commit_message (string): Commit message
     • branch (string): Branch to create/update the file in
     • previous_path (optional string): Path of the file to move/rename
   • Returns: File content and commit details

2. push_files

   • Push multiple files in a single commit
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • branch (string): Branch to push to
     • files (array): Files to push, each with file_path and content
     • commit_message (string): Commit message
   • Returns: Updated branch reference

3. search_repositories

   • Search for GitLab projects
   • Inputs:
     • search (string): Search query
     • page (optional number): Page number for pagination
     • per_page (optional number): Results per page (default 20)
   • Returns: Project search results

4. create_repository

   • Create a new GitLab project
   • Inputs:
     • name (string): Project name
     • description (optional string): Project description
     • visibility (optional string): 'private', 'internal', or 'public'
     • initialize_with_readme (optional boolean): Initialize with README
   • Returns: Created project details

5. get_file_contents

   • Get contents of a file or directory
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • file_path (string): Path to file/directory
     • ref (optional string): Branch/tag/commit to get contents from
   • Returns: File/directory contents

6. create_issue

   • Create a new issue
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • title (string): Issue title
     • description (optional string): Issue description
     • assignee_ids (optional number[]): User IDs to assign
     • labels (optional string[]): Labels to add
     • milestone_id (optional number): Milestone ID
   • Returns: Created issue details

7. create_merge_request

   • Create a new merge request
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • title (string): MR title
     • description (optional string): MR description
     • source_branch (string): Branch containing changes
     • target_branch (string): Branch to merge into
     • draft (optional boolean): Create as draft MR
     • allow_collaboration (optional boolean): Allow commits from upstream members
   • Returns: Created merge request details

8. fork_repository

   • Fork a project
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • namespace (optional string): Namespace to fork to
   • Returns: Forked project details

9. create_branch

   • Create a new branch
   • Inputs:
     • project_id (string): Project ID or URL-encoded path
     • branch (string): Name for new branch
     • ref (optional string): Source branch/commit for new branch
   • Returns: Created branch reference

Setup

Personal Access Token

Create a GitLab Personal Access Token with appropriate permissions:

• Go to User Settings > Access Tokens in GitLab
• Select the required scopes:
  • api for full API access
  • read_api for read-only access
  • read_repository and write_repository for repository operations
• Create the token and save it securely

Usage with Claude Desktop

Add the following to your claude_desktop_config.json:

Docker

{
  "mcpServers": { 
    "gitlab": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-e",
        "GITLAB_PERSONAL_ACCESS_TOKEN",
        "-e",
        "GITLAB_API_URL",
        "mcp/gitlab"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>",
        "GITLAB_API_URL": "https://gitlab.com/api/v4" // Optional, for self-hosted instances
      }
    }
  }
}

NPX

{
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-gitlab"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>",
        "GITLAB_API_URL": "https://gitlab.com/api/v4" // Optional, for self-hosted instances
      }
    }
  }
}

Build

Docker build:

docker build -t vonwig/gitlab:mcp -f src/gitlab/Dockerfile .

Environment Variables

• GITLAB_PERSONAL_ACCESS_TOKEN: Your GitLab personal access token (required)
• GITLAB_API_URL: Base URL for GitLab API (optional, defaults to https://gitlab.com/api/v4)

License

This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

使用流程

部署完成拿到 URL 后，准备好支持 SSE 或 STDIO 的 MCP Client，通过 Transport 进行连接。