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Updated October 2026

The 10 best GitLab MCP servers

The best GitLab MCP servers in October 2026 are GitLab MCP Server, Advanced GitLab MCP server, Opentabs Plugin Gitlab. GitLab MCP Server is the most widely used; GitLab MCP Server is the most actively updated; GitLab MCP Server is a good pick if you need a hosted server that also works in ChatGPT.

Most used
GitLab MCP Server
zereight
Most active
GitLab MCP Server
jmrplens
Works in ChatGPT
GitLab MCP Server
jmrplens
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★ 2.1kLocalUpdated yesterday

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

InstallDetails
5

gitlab-docs

ozanmutlu
★ 3LocalUpdated yesterday

Search and browse 2,900+ official GitLab documentation pages via MCP

InstallDetails
6

Proxymock

GitLab CI/CD
★ LocalUpdated

A free desktop CLI that automatically creates mocks and tests from watching your app run.

InstallDetails
★ 0LocalUpdated yesterday

Model Context Protocol server exposing GitLab to AI agents, built on @simplysf/simply-gitlab-core

InstallDetails
★ 45Local and remoteUpdated yesterday

Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.

InstallDetails

See every one in GitLab.

Questions

How did you rank these GitLab MCP servers?

Only maintained, original projects are listed. They are ranked by GitHub stars, with recent activity shown next to each. The list updates daily. See how we list and rank.

Which GitLab MCP servers work in ChatGPT?

ChatGPT needs a remote server with a URL. GitLab MCP Server offer one.