MCP.Market

Gitlab MCP server

by mmedum·io.github.mmedum/gitlab-mcp·v4.2.0
No reviews yet

GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.

A88/100grade A
Write a reviewInstall
What users say
No reviews yet
Be the first
Safety scan
A88/100

not scanned yet

Adoption
New

0 stars

Reviews

Write one

Nobody has reviewed Gitlab yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Gitlab tools

No tool declarations could be read from the package source. They show once the server is installed.

Not scanned yet. New listings are scanned within a day or two of arriving.

How Gitlab compares

Against every graded Developer tools MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 75% of 1,119 Developer tools servers

Release history: 12 versions in the registry since 2026-09-27, latest 2026-11-01, typically one every 2 days.

Install Gitlab in Claude Code, Cursor or VS Code

The registry entry has no remote endpoint or installable package.

What the publisher says

From the Gitlab repository's README, as published. We do not edit it. Read it on GitHub

gitlab-mcp

An MCP server for gitlab.com. One binary over stdio, signed in as you. It works inside projects: issues, merge requests, reviews, the repository and CI. Instance and group administration, runners, CI variables and tokens are out of scope.

Unofficial, and not affiliated with GitLab Inc. See NOTICE.

What makes this one different

than an API mirror, and a tool that is switched off is not registered, so it cannot be called at all.

  • A small surface, gated by registration. About fifty tools rather

refused or escaped, never executed.

  • Nothing it writes runs a quick action. /merge in a comment is

logs come back inside boundaries the content cannot close.

  • Content is marked as untrusted. Issues, reviews, files and job

tab, the token in the OS keyring.

  • Signs in like a desktop app. Your own OAuth application, a browser
  • Verifiable releases. Signed checksums, build provenance and SBOMs.

Status

Stable: the release badge above names the newest tag, and CHANGELOG.md says what each one holds. The tool surface is a contract: tools keep their names and output fields. docs/architecture.md §16 is the plan.

Tools

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Gitlab: common questions

Is Gitlab MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Gitlab safety report
Does Gitlab need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Gitlab maintained?
The last commit was 36 days ago (2026-09-27). The latest release is v4.2.0.
What can I use instead of Gitlab?
Servers from other publishers that do the same job: Gk CLI MCP server, Sentry MCP server and GitHub MCP server.

Alternatives to Gitlab

Same job from other publishers: the closest match first, then the best rated.

  • Gk CLI
    The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
    B
  • Sentry
    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
    A
  • GitHub
    Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
    A
  • Atlassian Dc Jira
    MCP server for Atlassian Jira Data Center - search, view, and create issues
    B
  • Gitwand
    Auto-resolves Git merge conflicts so agents only touch the complex hunks.
    A

More from mmedum →