Gitlab MCP server
Public GitLab projects and users. No key required.
C65/100grade C
Adoption
Not measured yet
Usage numbers are collected on the next scan
Reviews
Write oneNobody has reviewed Gitlab yet.
If you have run it, two minutes of your experience saves the next person an afternoon.
Gitlab tools (1)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
searchSearch public GitLab projects.
Public scan report
scanner v0.1.9 · 2026-09-22 · same rubric, same numbers if you re-run it
no findings
- Code scan5 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 qualitylocal package, no credentials required12/15
- Maintenancerepository not readable: repo not found3/15
- Maintainer identityno repository or website to verify2/10
Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON
Install directly
Runs npx -y @mrfentmen/gitlab-mcp on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add gitlab-mcp -- npx -y @mrfentmen/gitlab-mcp
Gitlab: common questions
- Is Gitlab MCP server safe?
- With care: it is graded C, so read the findings first (65/100). Read the Gitlab safety report
- How do I install Gitlab?
- It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
- 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 latest release is v1.0.0.
- What can I use instead of Gitlab?
- Servers from other publishers that do the same job: Gitlab MCP server, Gitlab MCP server and Palinode MCP server. Compare all Gitlab alternatives.
Alternatives to Gitlab
Same job from other publishers: the closest match first, then the best rated.
- GitlabGitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.not reviewedWidely usedB
- GitlabMCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.not reviewedGrowingB
- PalinodeInspectable, correctable project memory in git-versioned Markdown for AI agents.not reviewedEstablishedC
- Advanced GitLab MCP server58 CQRS tools exposing 230 GitLab operations across 26 entity typesnot reviewedGrowingA
WrapsSearch the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.not reviewedGrowingA