Production-ready Model Context Protocol server for GitLab - 87 tools, 14 prompts, 13 resources
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# GitLab MCP Server A production-ready Model Context Protocol (MCP) server that enables AI assistants like Claude Code to interact seamlessly with self-hosted GitLab instances. [](https://pypi.org/project/python-gitlab-mcp/) []() []() []() []() []() [](LICENSE) ## Overview The GitLab MCP Server provides a complete, type-safe interface for AI assistants to interact with GitLab, supporting: - **Repository Operations**: Search code, browse files, manage branches and commits - **Issue Management**: Create, update, close issues, manage labels and comments - **Merge Requests**: Complete MR workflows including creation, review, approval, and merging - **CI/CD Pipelines**: Monitor pipeline status, trigger jobs, access artifacts and logs - **Project Management**: Milestones, labels, project settings - **Security & Compliance**: Security scanning results, vulnerability tracking - **Advanced Features**: Wikis, snippets, releases, user/group management Built with **strict Test-Driven Development (TDD)** practices, featuring 1257 tests and 84% code coverage. **Transport Modes**: stdio (default) and Streamable HTTP for remote clients **Slim Mode**: 3 meta-tools for 95% context reduction in LLM conversations ## Features ### Complete Tool Suite (87 Tools + 14 Prompts + 13 Resources) **Repository Tools (16)** - Search repositories, code, and commits - Browse files and directory trees - Create, update, delete files - Manage branches and tags - View commit history and diffs - Compare branches **Issue Tools (8)** - Create, …
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