MCP.Market

Gitlab MCP server

by dubuqingfeng·io.github.dubuqingfeng/gitlab-mcp-server·v1.0.1·9 stars
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GitLab MCP (Model Context Protocol) server for AI agents

C62/100grade C
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Safety scan
C62/100

full report

Adoption
New

9 stars

Reviews

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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.

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

1 medium
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 387 days ago1/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • mediumNo commits in over a yearmaint.stale
Overall 62/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Gitlab compares

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

Safety score
62/100
higher than 15% of 1,119 Developer tools servers
GitHub stars
9
more than 83% of 854 Developer tools servers

Install Gitlab in Claude Code, Cursor or VS Code

Runs npx -y @dubuqingfeng/gitlab-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add gitlab-mcp-server -- npx -y @dubuqingfeng/gitlab-mcp-server
Add to Cursor

Gitlab: common questions

Is Gitlab MCP server safe?
With care: it is graded C, so read the findings first (62/100). Read the Gitlab safety report
How do I install Gitlab?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Gitlab need an API key?
Yes. The registry entry asks for GITLAB_TOKEN, LARK_WEBHOOK_URL, LARK_SECRET_KEY.
Is Gitlab maintained?
The last commit was 418 days ago (2025-09-10). The latest release is v1.0.1.
What can I use instead of Gitlab?
Servers from other publishers that do the same job: Gk CLI MCP server, Advanced GitLab MCP server and Grasp — Code Architecture & Dependency Analysis MCP server.
How does Gitlab compare with other Developer tools MCP servers?
safety score 62/100 (higher than 15% of 1,119 Developer tools servers); github stars 9 (more than 83% of 854 Developer tools servers). Full comparison.

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
  • Advanced GitLab MCP server
    64 CQRS tools exposing 236 GitLab operations across 26 entity types
    A
  • Grasp — Code Architecture & Dependency Analysis
    Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
    C