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?
Enables interaction with GitLab repositories, issues, merge requests, and workflows.
AlicenseBqualityBmaintenanceThe GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software suite such as GitHub, GitLab, Azure DevOps, Bitbucket, Jira, and more.Last updated28MITWhy this server?
Can be combined with AI assistants to create GitLab issues based on Scout APM error and performance data

Scout Monitoring MCPofficial
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?
Enables interaction with GitLab instances, allowing users to manage projects, merge requests (view details, add comments, assign reviewers), access file content, list releases, and view user information.
AlicenseBqualityCmaintenanceA Model Context Protocol (MCP) server for GitLab and Jira integration. This server allows AI agents like gemini-cli to interact with your GitLab and Jira instances.Last updated321710MITWhy this server?
Enables indexing and searching GitLab repositories, providing code search capabilities and repository information retrieval with proper authentication
PythonMITWhy this server?
Provides comprehensive GitLab integration with search across projects, issues, merge requests, users, and groups; code exploration and file browsing; issue and merge request management (create, update); and support for custom GraphQL queries with automatic schema discovery. Supports both GitLab.com and self-hosted instances.
AlicenseAqualityAmaintenanceEnables AI-powered exploration and interaction with GitLab instances through comprehensive search, code browsing, and repository management. Supports both self-hosted and GitLab.com with flexible authentication for read and write operations.Last updated631518MITWhy 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.
AlicenseBqualityDmaintenanceA 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 updated50849MITWhy this server?
Collects merge requests, reviews, issues, and comments from GitLab.
AlicenseAqualityAmaintenanceLocal-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads, and Calendar events into a local SQLite/FTS5/ONNX index, and exposes them as MCP tools so Claude Code, Cursor, and Codex can search and cite your past work.Last updated151MITWhy this server?
Provides tools to list GitLab pipelines and jobs.
AlicenseBqualityCmaintenanceA comprehensive MCP server for infrastructure operations with 92 tools across 13 categories, covering system monitoring, networking, containers, multi-cloud management, databases, CI/CD, IaC, security, and remote SSH fleet management.Last updated921MITWhy this server?
Provides tools for auditing GitLab CI pipelines for DoD DevSecOps compliance, including compliance scoring and hardened YAML generation.
AlicenseAqualityBmaintenanceAn MCP server providing 20 AI-powered tools for DoD/FedRAMP cloud engineering.Last updated22MIT