MCP GitLab Review Server

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Basic information

About MCP GitLab Review Server

gitlabでレビュー用のMCP Server

#gitlab #mcp #review

MCP GitLab Review Server config

No standard config provided

This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.

Repository

MCP GitLab Review Server tools

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Overview

What is MCP GitLab Review Server?

It is an extension of the MCP GitLab server that adds merge request review capabilities. It provides fetching of merge request information, retrieval of the latest merge request version, and posting of review comments. It is intended for developers using GitLab within the Model Context Protocol ecosystem.

How to use MCP GitLab Review Server?

Configure the server by setting two environment variables: GITLAB_PERSONAL_ACCESS_TOKEN (your GitLab personal access token) and GITLAB_API_URL (the base URL of your GitLab instance). Once configured, the server communicates with the GitLab API to perform merge request operations. Invocation details depend on the MCP client being used.

Key features of MCP GitLab Review Server

Fetch merge request details by project and IID.
Retrieve the latest version of a merge request.
Post review comments to merge request discussions.
Integrates with GitLab API endpoints for MR operations.

Use cases of MCP GitLab Review Server

Automated code review comment generation from AI assistants.
Streamlining review workflows by programmatically fetching MR diffs and versions.
Adding context-aware comments during merge request reviews.
Integrating MCP-based tools with GitLab’s merge request lifecycle.

Frequently asked questions

What does this server extend?

It extends the MCP GitLab server with dedicated merge request review comment functionality beyond basic MR retrieval.

What environment variables are required?

You must set `GITLAB_PERSONAL_ACCESS_TOKEN` (a GitLab personal access token) and `GITLAB_API_URL` (your GitLab instance’s API base URL).

What GitLab API endpoints does it use?

It uses `GET /api/v4/projects/:project_id/merge_requests/:merge_request_iid` for MR info, the `/versions` endpoint for latest version, and `POST /api/v4/projects/:project_id/merge_requests/:merge_request_iid/discussions` for posting comments.