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
AlicenseAqualityCmaintenanceEnables 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 updated1328MITWhy this server?
Provides comprehensive GitLab REST API v4 coverage with 1006 tools across 162 domain sub-packages, enabling AI assistants to manage projects, branches, tags, releases, merge requests, issues, pipelines, jobs, groups, users, wikis, environments, deployments, packages, container registry, runners, and more through natural language commands.
AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.Last updated625MITWhy 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.
AlicenseAqualityBmaintenanceConnects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.Last updated1225MITWhy this server?
The server code repository is hosted on GitLab.
AlicenseBquality-maintenance35+ tool MCP server for TCG collectibles and AI agents. Vision AI card grading (PSA/Beckett), Monte Carlo price simulation, AI music generation, local image generation, TTS, RAG memory, and financial analytics — all running 100% locally with zero telemetry.Last updated36Business Source 1.1Why this server?
Enables extraction of GitLab repository URLs from Jira issues, including links in descriptions, comments, and remote links.
AlicenseBqualityCmaintenanceA Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.Last updated13MITWhy this server?
Provides tools for GitLab merge request management, including analyzing merge requests with full details and diffs, comparing different branches/tags/commits, adding comments, and managing approvals through the GitLab API.
AlicenseAqualityCmaintenanceEnables 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.Last updated123MITWhy this server?
Provides tools for auditing GitLab CI pipelines for DoD DevSecOps compliance, including compliance scoring and hardened YAML generation.
AlicenseAqualityCmaintenanceAn MCP server providing 20 AI-powered tools for DoD/FedRAMP cloud engineering.Last updated22MITWhy this server?
Submits GitLab repository URLs for security analysis, returning a score and risk level.

MCP Hub Securityofficial
FlicenseAqualityCmaintenanceSecurity gate that scans MCP servers and Claude Code Skills for vulnerabilities before execution.Last updated7Why this server?
Allows interaction with GitLab repositories including creating/updating files, pushing multiple files, searching repositories, creating repositories, getting file contents, creating issues, creating merge requests, forking repositories, creating branches, getting merge request details and diffs, updating merge requests, and creating notes/comments.
MIT