gitlab-mcp-code-review

A local MCP server that connects an AI assistant to GitLab for code review. GitLab is a platform for hosting repositories and collaborating on software changes.

In plain words
What is it for?
Use it for GitLab-based code-review tasks. The supplied setup runs the server locally with the uvx Python package runner.
Why use it?
It provides a configured connection for code-review work in GitLab instead of requiring the assistant to work without repository-service access.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add mcp/lininn/gitlab-code-review-mcp/gitlab-mcp-code-review
Clone the repo
git clone --depth 1 https://github.com/lininn/gitlab-code-review-mcp

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin 100% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

gitlab-mcp-code-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to gitlab-mcp-code-review — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

listed in the official MCP registry · 8 lines

What it actually says

{ "gitlab-mcp-code-review": { "command": "uvx", "args": [ "gitlab-mcp-code-review" ] } }

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 8 lines scan A 1e23e806e2eb

Subscribe to this mod's changes

gitlab-mcp-code-review is an MCP server published in the GitHub repository lininn/gitlab-code-review-mcp (3 stars, last pushed 1y ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 100% identical to gitlab-mcp-code-review, differing in 0 lines, and is treated as a copy.