# GitLab MCP Code Review

> Use this tool when you need to automate code review processes for GitLab merge requests, solving problems such as manual review overhead and delayed approvals. It takes GitLab merge request data as input and outputs analyzed diffs, comments, and approval management through the GitLab API. Ideal for use in software development workflows where efficient code review and collaboration are crucial.

Canonical page: https://skillsregistry.net/skills/ffpy-gitlab-mcp-code-review  
JSON: https://api.skillsregistry.net/v1/skills/ffpy-gitlab-mcp-code-review

## Description

Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gk2yx98485)
- **Repository:** <https://github.com/ffpy/gitlab-mcp-code-review>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ffpy-gitlab-mcp-code-review"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ffpy-gitlab-mcp-code-review` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ffpy-gitlab-mcp-code-review/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt