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?
Scan GitLab projects for leaked secrets, including code, issues, and merge requests.
AlicenseAqualityAmaintenanceEnables AI assistants to scan multiple services and local filesystems for leaked secrets using n0s1 secret-scanning capabilities.Last updated213GPL 3.0Why this server?
Integrates with GitLab CI for continuous integration, providing fleet awareness, compute budget enforcement, and semantic search capabilities.
AlicenseAqualityBmaintenanceEnables Claude Code to query and control the SuperInstance fleet, including fleet status, conservation law checks, semantic search, and agent registry.Last updated85MITWhy 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 updated1329MITWhy this server?
Enables interaction with GitLab repositories, issues, merge requests, and workflows.

GitKraken MCPofficial
AlicenseBqualityCmaintenanceThe 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?
Provides a GitLab CI component for integrating DocGuard validation into GitLab pipelines.
Why this server?
Submits GitLab repository URLs for security analysis, returning a score and risk level.

MCP Hub Securityofficial
AlicenseAqualityBmaintenanceSecurity gate that scans MCP servers and Claude Code Skills for vulnerabilities before execution.Last updated72MITWhy this server?
Automatically rewrites GitLab URLs to their raw content versions to extract clean, readable text from code repositories.
AlicenseAqualityDmaintenanceAn MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.Last updated1129MITWhy this server?
Generates CI/CD pipeline configurations for GitLab CI, enabling automated builds and deployments.
AlicenseBqualityDmaintenanceEnables orchestrating secure software development pipelines with domain-specific compliance (HIPAA, PCI-DSS, etc.), generating pseudocode, threat models, and CI/CD from user stories via natural language.Last updated17MITWhy 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