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MCP servers tagged gitlab
45 live MCP servers tagged "gitlab", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with gitlab.
Axon.mcp.server
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
Review Flow
Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for G…
gitlab
GitLab MCP server for AI coding agents, with stdio and Streamable HTTP transports.
Cerngitlab MCP
CERN GitLab MCP Server
GitDesktop
AI-native, keyboard-first Git desktop client combining GitHub Desktop's ease with advanced Git, PR, issue, discussion, Actions, and notification management; integrates GitLab, Bit…
olalonde/mcp-human
Human Assistance for AI Assistants
Skipper
MCP server for git repositories: local git in-process via gitoxide, plus GitHub, GitLab, Gitea and Forgejo through their CLIs
Session Orchestrator
Claude Code plugin for structured AI development sessions — 5-wave execution, parallel agents, quality gates, VCS integration. Pure Markdown, no runtime code.
Codeforge
AI code sessions over your git repos run Claude Code / Codex / Cursor remotely, stream progress live, inspect diffs, open PRs, automate PR reviews. Go + React, ships as server or…
Daiv
Your AI-powered SWE teammate, built into your git workflow
GitLab CICD Agent
agentic-cicd is an AI-powered multi-agent system that automates GitLab CI/CD workflows using natural language. Built with LangGraphJS, it connects to GitLab via OAuth, interprets…
Lgtm AI
Your AI-powered code review companion
Server Routine Bot
A Model Context Protocol (MCP) server for routine bot operations.
Postar Pipe
Unified CI/CD MCP Server - orchestrates GitLab and Jenkins MCPs with dynamic skills
Gitlab MCP CLI
MCP server for GitLab with tools for repositories, issues, merge requests, pipelines, releases, and guarded write operations.
Simply Gitlab
Model Context Protocol server exposing GitLab to AI agents, built on @simplysf/simply-gitlab-core
Codebeam
Local-first code search engine with a web UI, MCP server, and JSON API — lexical (Zoekt), symbol (ctags), and structural (ast-grep) search across your GitHub, GitLab, and local re…
Gitlab Code Reader MCP
MCP server for reading GitLab repository code, inspired by Claude Code's Read/Grep/Glob/LSP tools. 9 focused tools for AI-powered code exploration.
Contextlake
A local context layer for AI tools: mirror your repositories, index them into a knowledge graph, and serve it over MCP so agents answer from real source instead of guessing.
Spendlint
Pre-merge LLM cost analysis for CI. Projects the spend delta of a diff before it lands.
Hydra Review
🧩 Chrome extension that connects GitLab Merge Requests with Redmine tasks and streamlines code reviews with branch & diff insights.
Githost MCP
Unified local + multi-provider git MCP server with per-agent audit trail
Corralctl
Clone and organise repositories from GitHub, GitLab, Gitea, Forgejo, Codeberg and Bitbucket by visibility and language, then let your AI coding agent search across all of them at…
Pipeline Worker
Automated git-worktree workflow that captures intent from diffs via Claude Code or GitHub Copilot CLI, runs build/lint/test, opens GitLab MRs or GitHub PRs, and auto-fixes failing…
Gitlab Workflow
GitLab MCP: supports creating issues from requirements or modifying code and submitting merge requests from existing issues, while also providing a set of atomic GitLab API tools…
Gitlab Agent MCP
Gitlab MCP server for agents
jmrplens/gitlab-mcp-server
only and safe modes.
Token Enhancer
Reduce web pages to clean text before they reach your AI agent’s context window, saving tokens and cutting noise
Opmetrics
Self-hosted engineering-operations analytics for small software teams: delivery, cost and risk, drillable to the source record. FSL-1.1-ALv2, Apache 2.0 after two years.
GIT CODE REVIEW MCP
MCP Server for Multi-Project GitLab Merge Request Review 支持对GITLAB多个项目进行MR Review的MCP
Ctxpeek
Give your AI coding assistant fresh, version-pinned docs pulled straight from any GitHub, GitLab, or Bitbucket repo. Local-first MCP server.
Gitlab MCP Swift
GitLab MCP server written in Swift - Provides GitLab CLI integration for AI assistants via Model Context Protocol
Sourceplane MCP
Secure multi-source MCP server for local repositories, GitHub, GitLab, and Bitbucket
Git Org Group Cred Vault
MCP server (Model Context Protocol) that stores GitHub and GitLab tokens in an encrypted vault and retrieves them by org/group keyword, with per-project scoping. Self-hosted crede…
Premortem
An agentic system that performs swarm-style repository audits and synthesizes structured GitLab/Github issues.
Asana Sweep
Scheduled AI sweep of your Asana tasks - triage, dedupe, and open GitLab issues that trigger an AI coding harness.
Software Builder
Portable Cursor/Claude agent skills for GitLab MR review, incident RCA, Kubernetes rightsizing, squad ownership, and org rollups — registry-driven install, behavioral evals, compo…
Scrumabanana
Sprint analytics skills for Claude Code on top of Jira/GitLab MCP: sprint review, daily digest, retro, dev profiles. Read-only.
Cicd Agent Code Gen
Agentic DevOps for GitLab: LLM-driven pipeline generation, validation loop, and PR creation. React + Node + MCP.
Changeweave
AI-native changelog generator — analyzes actual code diffs (not just commit messages) to produce intelligent release notes. Spring Boot + Next.js + MCP server. Supports GitHub, Gi…
Lab Dev MCP Gitlab
Enhanced Developer Experience with AI and GitLab Integration using Model Context Protocol (MCP). Streamline development workflows with AI-powered assistance, automated code review…
ReviewGate/reviewgate
push gate and a bot on GitLab/GitHub pull requests. Single binary, no Node or Docker; bring your own model key.
Contextloom MCP
GitLab, Jira, Confluence and GitHub context tools for Model Context Protocol clients, read-only by default with optional confirmed writes.
Sonar Gitlab
Model Context Protocol (MCP) server in Go to fetch SonarQube / SonarCloud issues and quality gates directly from GitLab MR URLs.
Cartographer MCP
MCP server that crawls GitLab groups to build a service catalog with dependency graphs for AI coding assistants