GitLab connects to a GitLab project and provides key information like pipeline failure outputs and merge request details to AI assistants, enabling automated insights and faster debugging.

How does GitLab help improve code review?

By automatically fetching unresolved comments and code diffs on Merge Requests, GitLab enables AI assistants to highlight potential issues and suggest improvements during code review.

Which AI assistants does GitLab integrate with?

GitLab is designed to integrate with AI assistant platforms like Claude and Cursor, using configuration files for seamless communication.

What type of information can GitLab extract from GitLab?

GitLab retrieves console output from failed pipeline jobs, unresolved comments on merge requests, and the diff between the base commit and current state of a merge request.

How do I install and configure GitLab?

Installation involves using `uv` to manage dependencies. Configuration requires setting up a GitLab API key with `read_api` permissions and configuring the tool with your GitLab URL, project name, and repository path within your AI assistant's configuration file (e.g., claude_desktop_config.json or .cursor/mcp.json).

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Gitlab

Name: Gitlab
Author: owayo

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Connects to a GitLab project and provides pipeline failure information and merge request details to AI assistants.

About

This tool acts as a Model Context Protocol (MCP) server to provide AI assistants with information from GitLab. It retrieves data such as failed pipeline job console output, unresolved merge request comments, and merge request diffs. This allows AI assistants to access GitLab information directly and offer more relevant support during development workflows, integrating with tools like Claude and Cursor.

Key Features

Retrieves console output from failed GitLab pipeline jobs.
Provides the diff between the base commit and the current state of a Merge Request.
Enables AI assistants to automatically retrieve information related to the current branch's Merge Request.
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Fetches unresolved comments on GitLab Merge Requests.
Integrates with AI assistant platforms like Claude and Cursor via configuration files.

Use Cases

AI-assisted code review by highlighting unresolved merge request comments.
Automated debugging of failed pipeline jobs using AI.
Providing AI context on code changes within a Merge Request.