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modelcontextprotocol/server-gitlab

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官方参考实现，集成 GitLab API，进行项目管理和 CI/CD 操作。

FreeFree tier
Type
Open Source
Visit Website GitHub (40 stars)

About modelcontextprotocol/server-gitlab

GitLab MCP Server is a reference implementation of the Model Context Protocol (MCP) server that integrates with the GitLab API, enabling project management, file operations, and CI/CD workflows directly through MCP-compatible clients. It supports automatic branch creation, comprehensive error handling, Git history preservation without force pushing, and batch operations for single or multiple files. The server exposes tools for creating or updating files, pushing multiple files in a single commit, searching repositories, creating projects, retrieving file contents, creating issues and merge requests, and forking repositories. This open-source tool is designed to bring GitLab functionality into AI-assisted development environments.

Key Features

Automatic Branch Creation: Branches are automatically created when modifying files 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 via push_files
Project Management Tools: Create issues, merge requests, and repositories
File Operations: Create, update, and retrieve file contents
Search and Fork: Search repositories and fork projects

Pros & Cons

Pros
  • Automatically creates branches when needed, simplifying workflows
  • Supports both single-file and multi-file operations in one commit
  • Preserves Git history without requiring force push
  • Handles errors with clear, informative messages
  • Open-source and free to use
  • Covers a wide range of GitLab API capabilities
Cons
  • Repository is archived and read-only as of May 2025, indicating no further updates
  • Requires a GitLab instance and API token to function
  • Limited to the tools defined in the server; not all GitLab API features are exposed

Best For

AI-assisted code review and merge request creationAutomated project management with issue creation and milestone assignmentFile management in GitLab repositories via MCP clientsCI/CD workflow integration by creating merge requests automaticallyRepository management including creation and forkingBatch file updates across multiple projects

FAQ

How do I set up the GitLab MCP Server?
You need to configure the server with your GitLab API token and project details. The server is run locally or in a Docker container, and MCP clients connect to it to use the provided tools.
What tools does the server provide?
The server provides tools for creating/updating files, pushing multiple files, searching repositories, creating repositories, getting file contents, creating issues, creating merge requests, and forking repositories.
Is the server still maintained?
The repository was archived on May 29, 2025 and is now read-only, meaning no further development or maintenance is expected from the original authors.
Can I use this server with any MCP client?
Yes, as an MCP server, it can be used with any client that supports the Model Context Protocol, such as AI assistants or development tools.