mcp-gitlab-server

Name: mcp-gitlab-server Review
Item: mcp-gitlab-server
Rating: 2.0
Author: Aaron Matthews

Connector Development Early

Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).

FreeNo code needed

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/yoda-digital/mcp-gitlab-server

By yoda-digital

How to Get It

Option 1: Claude Desktop AppOpen the Customize panel in the sidebar → browse connectors → search and add. Works in Claude Code, Claude Cowork, and Claude Chat.

Option 2: Paste into Claude CodeCopy the command below and paste it into a Claude Code conversation. Claude will run it for you.

Command

claude mcp add mcp-gitlab-server -- npx -y mcp-gitlab-server

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

CostFree

Trust Signals Listed

Not yet scanned. Learn how to check this tool yourself.

Data & Access

Data processingPrompts sent to Anthropic API. Enterprise/Team plans exclude training.

Community Pulse Growing

Discussed on Reddit

GitLab MCP Server – An MCP server that enables communication with GitLab reposit — Reddit · 3 pts
A MCP server for GitLab with powerful, safe, policy-controlled access — Reddit · 2 pts
GitLab MCP Server – A TypeScript MCP server that provides integration with GitLa — Reddit · 2 pts

10 mentions across 1 sources

Reviewer notes

Listed review. These are observations, not a security certification.

Auto-approved from staging review

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

2/5

Versatility

2/5

Reliability

2/5

Security

2/5

Overall score2.00 / 5.00 EarlyEvaluatedMay 2026

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