A Model Context Protocol (MCP) server that connects AI assistants (Claude, Cursor, VS Code + Copilot, and any MCP client) to GitLab.com or self-managed GitLab instances. Covers the full REST API v4 and GraphQL with automatic edition gating, roughly 850 to 1080 tools depending on the GitLab tier, plus 45 MCP resources, 37 prompts, argument completions, progress notifications and resource subscriptions. Single static binary, stdio and HTTP transports, read-only and safe (mutation-preview) modes, and per-client configuration examples in the documentation.
Publisher’s description
What is GitLab MCP Server?
GitLab MCP Server is an open-source ai assistants & llm program for Windows from José M. Requena Plens. It is written in Go.
Installation and requirements
Official installers exist for 64-bit and ARM64 as Portable. It runs without installation (portable).
Updates and version history
The current version is 3.3.0, released on October 20, 2026. 17 versions are listed since July 7, 2026, each with links to its own installer files. The last update is less than a month old.
Popularity and file types
The source code on GitHub (jmrplens/gitlab-mcp-server) has 45 stars. Similar programs include Claude Code, Codex CLI and ChatGPT.
Project description on GitHub: “Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.”
Pros / Cons
Pros
- Open source: the code can be inspected and built by anyone
- Native ARM64 build for Windows on Arm
- Portable: runs without installation
- Updated in the last two months
In short: GitLab MCP Server is an open-source ai assistants & llm tool for 64-bit and ARM64 PCs.
Is GitLab MCP Server safe to download?
- The file is served by github.com, the publisher’s own domain
- The download link uses HTTPS
- A SHA256 hash is published, so you can verify the file:
1E9500EECC782052862B4C365B73A9C7256927FA0144CE6EB6E612031ECBC807· Open the VirusTotal report for this hash - The link has not been checked yet
- The source code is public
- ExeAtlas does not host, wrap or modify installers
Related guide: How to check a file’s SHA256 hash on Windows
Recent versions
All 17 versions ›| Version | Date | Size | Files |
|---|---|---|---|
| 3.3.0Latest | October 20, 2026 | — | ARM64 Portable64-bit Portable |
| 3.2.0 | October 9, 2026 | — | 64-bit PortableARM64 Portable |
| 3.1.0 | September 30, 2026 | — | 64-bit PortableARM64 Portable |
| 3.0.0 | September 10, 2026 | — | ARM64 Portable64-bit Portable |
| 2.7.5 | August 27, 2026 | — | ARM64 Portable64-bit Portable |
| 2.7.4 | August 27, 2026 | — | 64-bit PortableARM64 Portable |
| 2.7.3 | August 26, 2026 | — | ARM64 Portable64-bit Portable |
| 2.7.1 | August 26, 2026 | — | 64-bit PortableARM64 Portable |
Install from the command line
Silent install ›winget install --id jmrplens.gitlab-mcp-server -eProgram files (.exe): gitlab-mcp-server.exe
Related guide: How to use winget: install and update apps
Information
- Publisher
- José M. Requena Plens
- Category
- AI assistants & LLMs
- Licence
- MIT
- Price
- Free
- Source code
- github.com/jmrplens/gitlab-mcp-server
- Written in
- Go
- Requires
- Windows 11 / 10
- Architecture
- 64-bit, ARM64
- Installer
- Portable
- Version
- 3.3.0
- Released
- October 20, 2026
- Added to the catalogue
- July 21, 2026
- Versions listed
- 17
- GitHub stars
- 45
- GitHub forks
- 6
- Website
- github.com
- winget ID
- jmrplens.gitlab-mcp-server
Ratings and reviews
No reviews yet. Be the first to rate it.
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Frequently asked questions
Is GitLab MCP Server free?
Yes. GitLab MCP Server is open-source software under the MIT licence.
Is GitLab MCP Server safe to download?
The download comes from github.com, which belongs to the publisher; ExeAtlas does not host or change the file. Compare its SHA256 hash with the one shown here, or open the VirusTotal report for that hash.
How do I install GitLab MCP Server with winget?
Open PowerShell or Windows Terminal and run the winget command shown on this page. winget downloads the official installer and checks its SHA256 hash before running it.
Does GitLab MCP Server run on ARM (Windows on Arm)?
Yes, there is a native ARM64 installer.
Where can I download an older version of GitLab MCP Server?
The versions page lists all 17 versions with links to their official installer files, back to July 7, 2026.
Can I use GitLab MCP Server without administrator rights?
Yes, it is portable: unpack and run it.
What are alternatives to GitLab MCP Server?
Claude Code, Codex CLI, ChatGPT, GPT4All and WSL Manager. The alternatives page compares them.
