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GitLab MCP servers and agent skills

50 listed tools mention GitLab in the name or description. Each one has a risk grade from public signals and a link to its own page with setup steps and any outside security reports we found. Grades are our opinion, not a code review.

50 tools

Tools matching GitLab, best popularity score first. Column headers sort the table.
Cmcp-gitlab-serverProduction-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).MCP server65316
Cagentix-cliThe self-hosted agent harness for small teams. Runs a team of AI agents across Telegram, WhatsApp, GitLab, GitHub, crons, webhooks and mesh tasks, on Claude Code, Codex, OpenCode or any LLM API. Web wizard for operators, CLI for engineers.MCP server1410.4k
Cgitlab-mcp-serverOpen source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.MCP server4589
Agitlab-mcpMCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL APIMCP server2.1k—
C@gitkraken/gkgk is GitKraken on the command line. It makes working across multiple repos easier with Workspaces, provides access to pull requests and issues from multiple services (GitHub, GitLab, Bitbucket, etc.), and seamlessly connects with GitKraken Client and GitMCP server462—
CDark-MoonOpen-source autonomous AI penetration testing. 50 specialist agents across web, API, cloud, Active Directory, Kubernetes, CI/CD and AI/LLM (OWASP LLM Top 10). Runs on a local LLM behind a Privacy Gateway. Integrates with GitHub, GitLab, Jenkins, VS Code, JetBrains, n8n, Grafana & Splunk.MCP server1.2k—
Dgitlab-mcpA MCP server for GitLabMCP server10902
Dgitlab-docs-mcpGitLab documentation search for AI assistants via Model Context Protocol (MCP)MCP server3347
Defficient-gitlab-mcp-serverProduction-ready GitLab MCP Server with progressive disclosure patternMCP server3173
Ctermdock-issuesLet AI write the code — you own the view. Termdock: the AI-native terminal for macOS & Windows. Claude Code / Codex / Gemini / GitLab Duo agent sessions, diff impact analysis, visual Git review, and a fully customizable backdrop (your images, themes, fonts). GPU-fast, battery-kind.MCP server160—
CsitereadyScan a website with agent-readiness scanners (afdocs, Vercel Is Agentic, Ora), get a unified scorecard, auto-fix supported issues (Astro + Starlight, or plain Astro, + Cloudflare Pages, Netlify, or GitLab Pages; Next.js + Vercel or Netlify; Jekyll + GitHuSkill—1.2k
Call-in-one-model-context-protocol🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflowsMCP server107—
Cgitlab-mr-mcpInteract seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.MCP server94—
CAldineAldine: self-hosted, open-source collaborative LaTeX editor (an Overleaf alternative). Real-time editing, git branches, GitHub/GitLab/Gitea sync, Zotero, MCP server for Claude. Two containers, AGPL-3.0.MCP server93—
Fopencode-gitlab-pluginGitLab tools plugin for OpenCode - provides GitLab API access for merge requests, issues, pipelines, and moreMCP server—891
DgraspGRASP — Code architecture visualizer + 150-tool MCP server. Dependency graphs, security scanning, multimodal knowledge graph, ORM tracking, git change impact, graph schema v3. Works with GitHub, GitLab & local dirs. 35 languages. Zero data collection.MCP server31—
Dcode-visualizerYour codebase companion for JavaScript/TypeScript, in the browser, the terminal and your AI agent: a live dependency map, impact and call sites, affected tests and patch coverage, review order, new-only CI gates (SARIF, GitLab), git hooks, a status line aMCP server—627
Fopencode-gitlab-dapOpenCode plugin that injects GitLab AI Catalog agents as native opencode agentsMCP server—475
Dreview-flowAutomated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub PRsMCP server44—
Dautonomous-dev-teamTurns issues into merged PRs/MRs with zero human intervention — supports GitHub and GitLab, and Claude Code, Codex CLI, Kiro CLI, Antigravitiy CLI, opencode, and other agent CLIs.Skill40—
DCICD AIopsGoverned self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.MCP server——
D@pipeworx/mcp-gitlab-publicGitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)MCP server111
Dgitlab-code-reviewInstallable GitLab MR code-review skill for Cursor, Claude, Codex, Gemini, and Copilot workflows.Skill—123
DskipperMCP server for git repositories: local git in-process via gitoxide, plus GitHub, GitLab, Gitea and Forgejo through their CLIsMCP server23—
D@structured-world/gitlab-mcpAdvanced GitLab MCP serverMCP server8—
DGitLab-CICD-Agentagentic-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 user intent, generates pipelines, and executes deployments — all orchestrated by autonomous AI agents and backed by a GitLab MCP server.MCP server20—
Dmcp-gitlabMCP server for the GitLab REST API — 91 tools, 7 resources, 6 prompts for projects, MRs, draft reviews, repository files, pipelines, CI/CD, approvals and issues. MCP 2026-07-28 (MCP 2.0); GitLab.com and self-managed; OAuth 2.1 and local sign-in; run with writes or locked read-only (MCP_READ_ONLY).MCP server6—
Dmcp-gitlabMCP Server for GitLabMCP server—63
D@ttpears/gitlab-mcp-serverGitLab MCP Server with GraphQL discoveryMCP server12—
D@agntn/forgesUnified Git Provider - single TypeScript API for GitHub, GitLab, Gitea, GitBucket, and Cloudflare ArtifactsMCP server11—
Dmcp-gitlab-jiraHainanZhao/mcp-gitlab-jiraMCP server11—
DFeature-markerAI-powered feature development orchestrator — PRD → Tech Spec → Tasks → Implementation → Tests → PR — with checkpoint/resume, 5 execution modes, and auto-detection for GitHub/GitLab/Azure DevOps. Claude Code skill.Skill11—
DopenspecpmSpec-driven, BDD-shaped project management for AI agents — OpenSpec proposals synced to GitHub, Azure DevOps, Jira, Linear, or GitLab.Skill113
D@zephyrdeng/jev-triageTriage a GitHub or GitLab backlog with TypeSafe Jev: duplicates, related topics, issue types and dependency order in one HTML report. Ships with an agent skill.Skill—31
Dgenpark-kubernetes-gitops-manifest-drift-reconciliation-skillKubernetes GitOps manifest drift reconciliation & security scanner (GitLab Agent style)Skill8—
Dgenpark-multi-tenant-gitlab-webhook-event-router-skillMulti-tenant GitLab webhook event router & CI/CD trigger (GitLab Webhook style)Skill8—
Dgenpark-unified-gitlab-ci-pipeline-analyzer-optimizer-skillUnified GitLab CI pipeline analyzer & stage optimizer (GitLab CI Lint style)Skill8—
Ddevops-skillsMulti-tool DevOps skills for Claude Code, Cursor, and Codex — Terraform, Kubernetes, Docker, GitHub Actions, GitLab CI, AWS FinOps, OWASP security.Skill8—
Dautonomous-coding-harnessCoding Harness - A Human-in-the-Loop Claude Code SDK coding agent with GitLab integration and minimal textual TUI.Skill8—
DbuboAgentic AI code review for GitLab MRs and GitHub PRs, with the LLM of your choice. Posts only actionable findings as inline review threads.MCP server8—
Dgitlab-ci-mcpMCP server for GitLab CI/CD — pipelines, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted).MCP server2—
F@jesbrian/gitlab-mcp-serverGitLab MCP Server with Modular ConfigurationMCP server—14
F@amyisme13/mcp-quality-hubBun-based MCP server exposing read-only GitLab, SonarQube, and DefectDojo tools.MCP server—11
D@cocaxcode/devflow-mcpMCP server that connects Jira (Cloud + Server) with GitHub/GitLab to automate your dev workflow. Branch creation, issue transitions, PR/MR generation, and custom flow playbooks — all from your AI assistant.MCP server1—
Dgitlab-mcp-serverEGMA: Enhanced GitLab MCP API Server, comes with 143+ tools for AI-powered GitLab integration, MCP server that connects AI assistants to GitLab with intelligent context awareness, URL deduction, and specialized tools for projects, issues, MRs, pipelines, and repository operations. Works with Claude Desktop, Amazon Q, CursorMCP server3—
Dgramps-mcpMIRROR - Development at https://gitlab.com/genealogy-mcp/gramps-mcpMCP server3—
Dmattermost-mcpMCP server (stdio) exposing the Mattermost REST API v4 as tools for self-hosted instances. Auth: PAT/password/OAuth2/GitLab. Guardrails + resilience. 34 tools, 130 tests.MCP server2—
Dpr-comments-resolverResolve unresolved PR/MR review comments across GitHub, GitLab, Azure and BitBucketSkill2—
Dgitlab-agent-mcpGitlab MCP server for agentsMCP server2—
DrekeyRotate API keys across AWS, GitLab, Cloudflare, OpenAI & more. Secrets never reach the model.MCP server2—

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