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?
Integrates contract-driven test enforcement into GitLab CI/CD pipelines.
AlicenseAqualityCmaintenanceContract-driven test enforcement and reporting for LLM-generated code via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.14MITWhy this server?
Detects and redacts leaked GitLab tokens in logs, code snippets and config files.
AlicenseAqualityAmaintenanceEnables agents to detect and redact PII and secrets in text, HTML, and PDF documents before they reach an LLM, with reversible placeholder, mask, or hash redaction, and to list supported detectors and redaction styles.4MITWhy this server?
Supports GitLab as an OIDC connection provider for identity and access management within Scalekit environments

Scalekit MCP Serverofficial
AlicenseAqualityAmaintenanceScalekit is the MCP gateway for AI agents. It connects agents to 500+ connectors and 20,000+ actions through one endpoint, works with any agent framework, and makes every call as the user, with OAuth, credentials, and permissions handled. Cloud or self-hosted35402 npm5Apache 2.0Why this server?
Detects and redacts GitLab tokens (personal, deploy, feed, runner, SCIM, etc.) in text.

classifinder-mcpofficial
AlicenseAqualityBmaintenanceEnables AI agents to scan text for leaked secrets and prompt injection markers, and redact them before reaching an LLM.21MITWhy this server?
Provides integration with GitLab for repository access, cloning, and pushing operations within agentic workflows.

Omniboard MCPofficial
AlicenseBqualityBmaintenanceMCP server that exposes actionable Omniboard checks for the current project to a local agent.259 npmMITWhy this server?
Allows MCP Failure Lab scenarios to be run against GitLab through an OAuth-capable stdio MCP bridge, enabling fault-injection and resilience testing of GitLab MCP interactions.
AlicenseBqualityBmaintenanceA chaos-engineering and resilience-testing toolkit for Model Context Protocol servers, enabling deterministic fault injection and testing of reliability scenarios.910255 npm4MITWhy this server?
Provides GitLab SSO integration for authentication.
AlicenseAqualityAmaintenanceUptime monitoring from your AI agent: create and diagnose checks (40 types: HTTP, TCP, DNS, SSL, ICMP, databases, message queues and more), read results and incidents, and manage status pages and maintenance windows. Built into the self-hostable SolidPing server, served over streamable HTTP at /api/v1/mcp.2328AGPL 3.0Why 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.282MITWhy this server?
Provides paste-ready GitLab CI configurations for compiling and replaying BrowserEngine flows, with JSON/JUnit report outputs.

BrowserAgentofficial
AlicenseBqualityAmaintenanceMCP server for Puppeteer-based browser automation with a unified observe (a11y snapshot + pixel overlay), diff engine, event layer, and action primitives.267 npmApache 2.0