Best GitLab MCP Servers
GitLab is a complete DevOps platform delivered as a single application. From project planning and source code management to CI/CD, monitoring, and security.
Why this server?
Can be combined with AI assistants to create GitLab issues based on Scout APM error and performance data
AsecurityAlicense-qualityEnables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.Last updated 10 days ago927MITWhy this server?
Allows scanning of GitLab repositories to identify security vulnerabilities and calculate trust scores for MCP servers.
AsecurityAlicenseAqualityA security scanner that evaluates installed MCP servers for vulnerabilities by aggregating findings from 16 scanning engines into detailed trust scores. It enables users to scan their local AI agent configurations or specific repository URLs for potential security risks.Last updated 7 days ago42Apache 2.0Why this server?
Provides comprehensive GitLab API integration enabling management of projects, issues, merge requests, repository files, branches, CI/CD pipelines, and discussions. Includes advanced features like batch operations, AI-optimized summaries, and smart diffs.
AsecurityAlicense-qualityEnables comprehensive GitLab integration allowing LLMs to manage projects, issues, merge requests, repository files, CI/CD pipelines, and perform batch operations. Supports advanced features like AI-optimized summaries, smart diffs, and atomic operations with rollback support.Last updated 10 days ago721Apache 2.0Why this server?
Enables interaction with GitLab repositories to manage merge requests, including listing open MRs, viewing MR details, accessing reviews and discussions, finding MRs for specific branches, replying to review comments, creating new discussion threads, and resolving discussions.
AsecurityAlicense-qualityConnects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.Last updated 7 days ago1225MITWhy this server?
Provides access to GitLab project data including pipeline job failures, merge request comments, and code changes to enable AI assistants to help debug failed jobs, address review comments, and perform code reviews.
AsecurityAlicense-qualityGitLabとの連携機能を提供するModel Context Protocol (MCP) サーバーです。GitLabの特定のプロジェクトからパイプラインの失敗情報やマージリクエストへの指摘事項を取得し、AIアシスタントに提供します。Last updated 4 months ago3MITWhy this server?
Provides code review and merge request management capabilities including fetching merge request details, retrieving code diffs, adding review comments, creating merge requests, and analyzing code quality for GitLab projects.
AsecurityAlicense-qualityEnables code review operations on GitHub and GitLab, including fetching pull/merge requests, viewing diffs, adding comments, analyzing code quality, and creating merge requests directly from your MCP client.Last updated 3 months ago15224MITWhy this server?
Allows searching GitLab projects and repositories
AsecurityAlicense-qualityA comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.Last updated 9 months ago403MITWhy this server?
Supports GitLab as an OIDC connection provider for identity and access management within Scalekit environments

Scalekit MCP Serverofficial
-securityAlicense-qualityEnables AI assistants to interact with Scalekit's identity and access management platform through natural language queries. Supports managing environments, organizations, users, OIDC connections, workspace operations, and MCP server configurations with OAuth-protected access.Last updated 10 days ago1,1453Apache 2.0Why this server?
Provides comprehensive integration with GitLab's REST API, enabling interaction with projects, issues, merge requests, pipelines, jobs, branches, commits, and user information. Allows listing, creating, and managing GitLab resources with complete type safety.
AsecurityAlicense-qualityA TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.Last updated 2 months ago411189MIT