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?
Submits GitLab repository URLs for security analysis, returning a score and risk level.
AlicenseAqualityDmaintenanceSecurity gate that scans MCP servers and Claude Code Skills for vulnerabilities before execution.72MITWhy this server?
The server code repository is hosted on GitLab.
AlicenseAqualityAmaintenanceTCG oracle as an MCP server: 22 focused tools. Search 455K+ trading cards, live market snapshots, AI grading and grade-or-not decisions, conformal-calibrated price forecasts with a public accuracy scorecard, card-collateral loan terms, fantasy and sports souls leagues. Every root proven on-chain. Same tools as the hosted endpoint at mcp.the-undesirables.com, over stdio; no keys.8223Business Source 1.1Why 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.292MITWhy 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.2201 npmMITWhy 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?
Integrates with GitLab CI for continuous integration, providing fleet awareness, compute budget enforcement, and semantic search capabilities.
AlicenseAqualityCmaintenanceEnables Claude Code to query and control the SuperInstance fleet, including fleet status, conservation law checks, semantic search, and agent registry.83 npmMITWhy this server?
Fetches merge request state, review queue, and failed pipeline job log errors from GitLab, including self-hosted GitLab CE/EE.
AlicenseAqualityAmaintenanceGenerates a daily standup note from GitLab merge request or GitHub pull request state: what is ready to merge, what is blocked, what is stale, and what is waiting on your review. When CI is red it opens the failed job's log and reports the error lines, so the note says why the pipeline failed rather than just that it did.23173 npmMITWhy this server?
Supports GitLab as an OIDC connection provider for identity and access management within Scalekit environments

Scalekit MCP Serverofficial
AlicenseBqualityAmaintenanceEnables AI assistants to interact with Scalekit's identity and access management platform through natural language queries. Supports managing environments, organizations, users, OIDC connections, workspace operations, and MCP server configurations with OAuth-protected access.35261 npm5Apache 2.0Why this server?
Enables interaction with GitLab repositories, issues, merge requests, and workflows.

GitKraken MCPofficial
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.282MIT