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?
Provides integration with GitLab for repository access, cloning, and pushing operations within agentic workflows.
AlicenseBqualityBmaintenanceMCP server that exposes actionable Omniboard checks for the current project to a local agent.21,127MITWhy this server?
Supports GitLab as a remote platform, including merge request creation with enriched bodies, CI/review import, and GitLab CI templates.
AlicenseBqualityAmaintenanceVersion-control-native project memory for AI agents: an encrypted knowledge graph whose beliefs are staleness-checked deterministically against repo history — belief bisect names the commit that invalidated a fact, and agents write their own evidence-anchored beliefs via propose_belief. Also exposes changeset proposals and per-changeset token cost reporting; bridges to plain Git.291MITWhy 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.812MITWhy 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?
Enables interaction with GitLab repositories, issues, merge requests, and workflows.

GitKraken MCPofficial
AlicenseBqualityDmaintenanceThe 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.28MITWhy this server?
Can be combined with AI assistants to create GitLab issues based on Scout APM error and performance data

Scout Monitoring MCPofficial
AlicenseAqualityBmaintenanceEnables 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.1329MITWhy this server?
Submits GitLab repository URLs for security analysis, returning a score and risk level.

MCP Hub Securityofficial
AlicenseAqualityDmaintenanceSecurity gate that scans MCP servers and Claude Code Skills for vulnerabilities before execution.72MITWhy this server?
Integrates contract-driven test enforcement into GitLab CI/CD pipelines.

io.github.phoeniceofficial
AlicenseAqualityBmaintenanceContract-driven test enforcement and reporting for LLM-generated code via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.14MITWhy this server?
Reviews GitLab merge requests, reads the change, reviews against the whole codebase, and posts inline comments.
AlicenseAqualityAmaintenancemyopic is a code-review MCP server that reviews GitLab/GitHub merge requests against the whole codebase, not just the diff, analyzing blast radius and conventions.12MIT