Code hosting and review. MCP servers, the command line and skills for connecting an agent to GitLab.
glabPublished by GitLab's owner: we named it as the system's official server after reading its registry record, or it is published under GitLab's own domain. See what first-party means.
Official GitLab MCP Server
https://gitlab.com/api/v4/mcpIts record declares no header. A server may still ask you to sign in (OAuth) when a client connects.Version 0.0.1. Registry record last changed .
glab is a command-line tool for GitLab. For an agent that runs on your machine and has a shell, a command-line tool can be the simpler choice: there is no server to connect, and no tool definitions take room in the context window. See its documentation.
17 servers for GitLab that name a public repository or a package. Anyone can publish one, and we have not read their code: check the publisher and the source before giving one a credential.
In this order: live servers before deprecated ones, first-party first, a known vulnerability last, then more downloads, then a more recent push, then by name. There is no score. Downloads are from npm and pypistats, the last push from GitHub and vulnerabilities from OSV; a server's own page has the day each was read, and "not read" means we have no figure, not that there is none. See how this directory is made.
| Server | Publisher | Reach | Downloads a week | Last push | Vulnerabilities |
|---|---|---|---|---|---|
GitLab MCP Serverio.github.zereight/gitlab-mcp | Sourced | npmContainer image | 170,000 | not read | none known |
GitLabio.github.vish288/mcp-gitlab | Sourced | PyPI | 6,400 | not read | none known |
Advanced GitLab MCP serverio.github.structured-world/gitlab-mcp | Sourced | npmMCP bundle | 5,100 | not read | none known |
| io.github.ozanmutlu/gitlab-docs | Sourced | npm | 510 | not read | none known |
MCP Gitlabio.github.crunchtools/gitlab | Sourced | PyPI | 340 | not read | none known |
GitLab MCP Serverio.github.jmrplens/gitlab-mcp-server | Sourced | remoteMCP bundleContainer imagenpmPyPINuGet | 180 | not read | none known |
| com.mcparmory/gitlab | Sourced | PyPIContainer image | 150 | not read | none known |
Gitlabio.github.pipeworx-io/gitlab | Sourced | remotenpm | 140 | not read | none known |
| io.github.detailobsessed/efficient-gitlab | Sourced | npm | 120 | not read | none known |
Gitlab Publicio.github.pipeworx-io/gitlab-public | Sourced | remotenpm | 120 | not read | none known |
| io.github.jmshinhwa/gitlab-ci-break-lint | Sourced | npm | 110 | not read | none known |
| io.github.mshegolev/gitlab-ci-mcp | Sourced | PyPI | 93 | not read | none known |
| io.github.mrfentmen/gitlab-mcp | Sourced | npm | 79 | not read | none known |
GitLab MCP Serverio.github.sumirati/mcp-gitlab | Sourced | npm | 79 | not read | none known |
| io.github.dubuqingfeng/gitlab-mcp-server | Sourced | npm | 61 | not read | none known |
| io.github.mmedum/gitlab-mcp | Sourced | MCP bundle | not read | not read | not checked |
GitLab Documentation MCP Serverio.github.nunolima/gitlab-docs-mcp | Sourced | Container image | not read | not read | not checked |
A server is listed for GitLab when we have named it as the system's official server, when its registry title or the last part of its registry name names GitLab as whole words, or when it is published under GitLab's own domain. See how this directory is made.
Built from agent catalog version 2026-11-13.3 of , from the MCP Registry as read on . A listing here is not an endorsement: anyone can publish a server, and we have not read its code. Names, descriptions and addresses are the publisher's own. See how this directory is made, and tell us about a wrong entry through the contact page.