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GitLab MCP servers and skills
There are 106 ways to connect GitLab to Claude, ChatGPT, Cursor and other AI assistants; these are the 100 with the highest scores. The most used is GitLab MCP Server (2.1k GitHub stars).
Best GitLab MCP servers, compared →Most used
GitLab MCP Serverzereight
94GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
AAA
Advanced GitLab MCP serverstructured-world
8464 CQRS tools exposing 230 GitLab operations across 26 entity types
AAC
Opentabs Plugin Gitlab
opentabs-dev
84OpenTabs plugin for GitLab
AAB
Zapier Sdk MCP
GitLab CI/CD
78MCP server for Zapier SDK
BD
gitlab-docsozanmutlu
77Search and browse 2,900+ official GitLab documentation pages via MCP
AAC
Proxymock
GitLab CI/CD
77A free desktop CLI that automatically creates mocks and tests from watching your app run.
AC
MCP servers (65)
- 1GitLab MCP Server zereight · Developer toolsGitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.94
- 2Advanced GitLab MCP server structured-world · Developer tools64 CQRS tools exposing 230 GitLab operations across 26 entity types84
- 3Opentabs Plugin Gitlab opentabs-dev · Developer toolsOpenTabs plugin for GitLab84
- 4Zapier Sdk MCP GitLab CI/CDMCP server for Zapier SDK78
- 5gitlab-docs ozanmutlu · Developer toolsSearch and browse 2,900+ official GitLab documentation pages via MCP77
- 6Proxymock GitLab CI/CD · Developer toolsA free desktop CLI that automatically creates mocks and tests from watching your app run.77
- 7Gitlab MCP Server yoda-digital · Developer toolsGitLab MCP Server - A Model Context Protocol server for GitLab integration76
- 8Simply Gitlab MCP SimplySF · Developer toolsModel Context Protocol server exposing GitLab to AI agents, built on @simplysf/simply-gitlab-core76
- 9Gitlab MCP jswk1 · Developer toolsRead-only, per-user GitLab MCP server for developer assistants76
- 10GitLab MCP Server jmrplens · Developer toolsGo MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.75
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- 11Opencode Gitlab Plugin GitLab CI/CD · Developer toolsGitLab tools plugin for OpenCode - provides GitLab API access for merge requests, issues, pipelines, and more75
- 12Gitlab MCP Server Linux X64 jmrplens · Developer toolsgitlab-mcp-server prebuilt binary for linux x64. Installed automatically as an optional dependency of @jmrp.io/gitlab-mcp-server.75
- 13Gitlab MCP Server Darwin Arm64 jmrplens · Developer toolsgitlab-mcp-server prebuilt binary for darwin arm64. Installed automatically as an optional dependency of @jmrp.io/gitlab-mcp-server.75
- 14Gitlab MCP Server Win32 X64 jmrplens · Developer toolsgitlab-mcp-server prebuilt binary for win32 x64. Installed automatically as an optional dependency of @jmrp.io/gitlab-mcp-server.75
- 15Gitlab MCP Server Darwin X64 jmrplens · Developer toolsgitlab-mcp-server prebuilt binary for darwin x64. Installed automatically as an optional dependency of @jmrp.io/gitlab-mcp-server.75
- 16Gitlab MCP Server Win32 Arm64 jmrplens · Developer toolsgitlab-mcp-server prebuilt binary for win32 arm64. Installed automatically as an optional dependency of @jmrp.io/gitlab-mcp-server.75
- 17Gitlab MCP Server Linux Arm64 jmrplens · Developer toolsgitlab-mcp-server prebuilt binary for linux arm64. Installed automatically as an optional dependency of @jmrp.io/gitlab-mcp-server.75
- 18Dsh MCP Gitlab tudamu · Developer toolsMCP GitLab server toolkit for dsh - projects and MRs via Model Context Protocol. Name reserved; first release in development.75
- 19Macroforge MCP Server GitLab CI/CDMCP server for Macroforge documentation and code analysis73
- 20Opencode Gitlab Dap GitLab CI/CD · Developer toolsOpenCode plugin that injects GitLab AI Catalog agents as native opencode agents71
- 21Vybit MCP Server GitLab CI/CD · Knowledge and memoryModel Context Protocol (MCP) server for Vybit Developer API71
- 22Gitlab MCP Server ttpears · Developer toolsGitLab MCP Server with GraphQL discovery71
- 23Gitlab MCP mcpland · Developer toolsA MCP server for GitLab71
- 24Gitlab MCP Server yoda-digital · Developer toolsGitLab MCP Server - A Model Context Protocol server for GitLab integration71
- 25Redmine MCP GitLab CI/CD · ProductivityAn MCP (Model Context Protocol) server that allows AI agents like Claude to interact with Redmine project management data.67
- 26Freeyourmusic MCP GitLab CI/CD · Knowledge and memoryMCP (Model Context Protocol) server that exposes Free Your Music to AI agents. Stdio transport — runs as a subprocess managed by an MCP host.67
- 27gitlab mcparmory · Cloud and DevOpsManage projects, groups, branches, merge requests, and CI/CD pipelines62
- 28MCP Gitlab Public pipeworx-io · Developer toolsGitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)61
- 29Gitlab MCP Server alosies · Developer toolsMCP server for GitLab API integration with comprehensive project, issue, merge request, pipeline, and job management capabilities59
- 30Raytio MCP Server GitLab CI/CD · AI and LLM toolsMCP server for secure AI agent access to Raytio user data58
- 31Plugin Gitlab Coro-ai-framework · Developer toolsGitLab SCM plugin for Coro. MCP-mode plugin that delegates day-to-day SCM operations to the upstream `@modelcontextprotocol/server-gitlab` server while keeping the small set of native responsibilities Coro requires (clone URLs, webhook normalization, poll58
- 32MCP X402 GitLab CI/CD · FinanceSCRIPTMASTERLABS x402 Gateway: read-only discovery of x402 paid APIs and fresh payment requirements on Base. Caller controls authorization and spending.57
- 33Gitlab MCP VitalyOstanin · Developer toolsGitLab MCP server for managing projects, merge requests, release tagging, and search via Model Context Protocol.57
- 34Gitlab MCP Server sargonpiraev · Developer toolsMCP server for GitLab API56
- 35MCP Gitlab pipeworx-io · Developer toolsGitLab MCP — wraps the GitLab REST API v4 (BYO API key)55
- 36mcp-gitlab vish288 · Cloud and DevOpsGitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only54
- 37Gitlab Gemini CLI xliberty2008x · Developer toolsAutomated AI-powered code review for GitLab using Google Gemini and Model Context Protocol51
- 38Gitlab Ps MCP aadil_gani · Developer toolsA Model Context Protocol server for GitLab46
- 39MCP Gitlab crunchtools · Developer toolsSecure MCP server for GitLab projects, merge requests, issues, and pipelines44
- 40Gitlab MCP mmtr-tech · Developer toolsModel Context Protocol server for GitLab API integration43
- 41gitlab-ci-mcp mshegolev · Cloud and DevOpsGitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).42
- 42Gitlab MCP Server therealchristhomas · Developer toolsMCP Server for GitLab API operations40
- 43Gitlab Public pipeworx-io · Developer toolsGitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)39
- 44Gitlab MCP Server nooqta · Developer toolsAn MCP server providing tools to interact with the GitLab API.39
- 45GitLab MCP Server sumirati · Developer toolsDeveloper-ready GitLab MCP server for CE and EE instances.37
- 46GitLab Documentation MCP Server nunolima · Developer toolsSearchable access to GitLab documentation from multiple repositories with full-text search.36
- 47Gitlab MCP Server jesbrian · Developer toolsGitLab MCP Server with Modular Configuration36
- 48Gitlab MCP Server dangerusslee · Developer toolsGitLab MCP Server - A Model Context Protocol server for GitLab integration36
- 49Gitlab MCP anders-meepo · Developer toolsGitLab MCP Server - An implementation of the Model Context Protocol for GitLab36
- 50Gitlab MCP Server Fix mspony · Developer toolsA patched version of GitLab MCP server with JSON Schema fixes for modern clients36
- 51efficient-gitlab detailobsessed · Developer toolsToken-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination35
- 52gitlab-ci-break-lint jmshinhwa · Developer toolsNames the .gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade35
- 53MCP Gitlab karankraina · Developer toolsMCP Server for GitLab35
- 54gitlab-mcp-server dubuqingfeng · Developer toolsGitLab MCP (Model Context Protocol) server for AI agents32
- 55Gitlab MCP davidfei · Developer toolsModel Context Protocol (MCP) server for GitLab API integration31
- 56Slackwire MCP GitLab CI/CD · CommunicationMCP server exposing slackwire Slack operations as tools31
- 57gitlab-mcp mmedum · Developer toolsGitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.30
- 58Gitlab MCP Server Danielsuri · Developer toolsA Model Context Protocol (MCP) server for fetching GitLab merge request diffs from private GitLab instances30
- 59Gitlab pipeworx-io · Developer toolsGitLab MCP — wraps the GitLab REST API v4 (BYO API key)28
- 60MCP Servers Gitlab johnhaley81 · Developer toolsMCP server for GitLab integration - provides tools for repository management, issue tracking, and merge request operations27
- 61MCP Gitlab chatflowdev · Developer toolsA gitlab MCP server that enables you to interact with your gitlab account. Get diff, analyse MR, review MR, cherry-picks, etc have never been easier.25
- 62Gitlab MCP your-org · Developer toolsModel Context Protocol (MCP) server for GitLab integration with AI assistants24
- 63MCP Gitlab Server simonwong · Developer toolsMCP server for using the GitLab API23
- 64MCP Gitlab mcpflow.io · Developer toolsGitLab API支持项目管理。21
- 65MCP Server Extended Gitlab Xopoko · Developer toolsA server exposing GitLab REST APIs as Model-Context-Protocol (MCP) tools.20
Skills (35)
- 1create-gitlab-ci dykyi-roman · Cloud and DevOpsGenerates GitLab CI configurations for PHP projects. Creates pipelines with stages, caching, artifacts, parallel jobs, and deployment environments.63
- 2gitlab-ops Kanevry · Developer toolsUse this skill when performing VCS operations on GitLab or GitHub repositories — creating, updating, or closing issues and MRs, applying label taxonomy, running `glab`/`gh` CLI commands, or resolving project paths dynamically. Acts as the single source of truth for CLI command syntax and label conventions; consuming skills reference this rather than duplicating logic. Triggers: "create a GitLab issue", "list open MRs", "apply priority label", "how do I resolve the project ID", "what''s the carryover issue template". <example>Context: session-end needs to file a carryover issue for an incomplete task. user: "/close" assistant: "Creating carryover issue via glab with the Carryover Template from gitlab-ops — labels: carryover, priority::high."</example>48
- 3gitlab-cli-workflow ulises-jeremias · Developer toolsHOW — GitLab CLI (glab): push branch, create draft MR with title/body; fallback untracked markdown. Use when origin is GitLab.'48
- 4gitlab-ops Kanevry · Developer toolsUse this skill when performing VCS operations on GitLab or GitHub repositories — creating, updating, or closing issues and MRs, applying label taxonomy, running `glab`/`gh` CLI commands, or resolving project paths dynamically. Acts as the single source of truth for CLI command syntax and label conventions; consuming skills reference this rather than duplicating logic. Triggers: \"create a GitLab issue\", \"list open MRs\", \"apply priority label\", \"how do I resolve the project ID\", \"what's the carryover issue template\". <example>Context: session-end needs to file a carryover issue for an incomplete task. user: \"/close\" assistant: \"Creating carryover issue via glab with the Carryover Template from gitlab-ops — labels: carryover, priority::high.\"</example>46
- 5platform.gitlab.gitlab-cli-mr-review-workflow contrueCT · Developer toolsUse for an interactive merge request review through bounded GitLab CLI wrapper tools.45
- 6platform.gitlab.gitlab-cli-command-policy contrueCT · Developer toolsUse whenever GitLab CLI-backed capabilities are available so model behavior stays within wrapper tools, context budgets, and publishing permission boundaries.45
- 7GitLab CI Auto DevOps Configurator agentskillexchange · Cloud and DevOpsConfigures GitLab CI/CD pipelines using .gitlab-ci.yml with Auto DevOps templates, includes, and the GitLab Container Registry. Manages multi-project pipelines and environment-specific deployments.42
- 8GitLab Pipeline Orchestrator agentskillexchange · Cloud and DevOpsAutomates GitLab CI/CD pipeline creation using the GitLab Pipelines API and .gitlab-ci.yml DSL. Manages multi-stage builds with artifact caching via the GitLab Artifacts API and triggers downstream pipelines through bridge jobs.42
- 9gitlab-ci-basics ComeOnOliver · Cloud and DevOpsGitlab Ci Basics - Auto-activating skill for DevOps Basics. Triggers on: gitlab ci basics, gitlab ci basics Part of the DevOps Basics skill category.38
- 10gitlab javimosch · Developer toolsgitlab — GitLab CLI. Manage projects, merge requests, pipelines, and issues from command line.35
- 11gitlab-pipeline-review deagy · Cloud and DevOpsReview GitLab CI/CD changes for secure pipeline design, runner trust, artifact integrity, SBOM/provenance, secrets exposure, and no-deploy guardrails. Use for .gitlab-ci.yml, CI templates, runner configuration, package-only pipelines, or promotion/release evidence checks.33
- 12gitlab pesap · Cloud and DevOpsOperate GitLab from the terminal with `glab`: inspect or update merge requests, issues, pipelines, jobs, and releases; create or debug `.gitlab-ci.yml`; and improve variables, rules, caches, artifacts, and CI performance. Use for requests such as "check this MR" or "why did the pipeline fail". Do not use for GitHub or deep Kubernetes-agent work.33
- 13gitlab-manager modbender · Developer toolsManage GitLab repositories, merge requests, and issues via API. Use for tasks like creating repos, reviewing code in MRs, or tracking issues.33
- 14gitlab-cli-skills modbender · Cloud and DevOpsUse when working with GitLab CLI (glab) commands across auth, CI/CD, merge requests, issues, releases, repos, and related operations. Routes to specific glab-* sub-skills.32
- 15gitlab-ci inbharatai · Cloud and DevOpsCreate GitLab CI/CD pipelines — stages, jobs, caching, artifacts, environments, and Auto DevOps customization.32
- 16gitlab fisker086 · Developer toolsQuery GitLab projects, merge requests, and CI pipelines31
- 17GitLab CI Pipeline qyb156 · Cloud and DevOpsDeveloper task helper. The preferred tool to process, convert, analyze, extract, handle, manage files and developer tasks. Use this skill whenever the user mentions CI/CD Config / Supply Chain.24
- 18pdf-gitlab-ci qyb156 · Developer toolsPdf Gitlab Ci configuration for PDF toolkit. Important: after any processing, always run the maintenance step in scripts/ to keep the workspace consistent.23
- 19pdf-gitlab-ci qyb156 · Cloud and DevOpsGitLab CI/CD pipeline for PDF toolkit automated builds.23
- 20pdf-gitlab-token qyb156 · Developer toolsPDF GitLab integration.22
- 21GitLab CI Pipeline Configuration qyb156 · Developer toolsDeveloper task helper.22
- 22GitLab CI Pipeline qyb156 · Developer toolsDeveloper task helper.22
- 23gitlab-cli-skills Kernel8901 · Cloud and DevOpsUse when working with GitLab CLI (glab) commands across auth, CI/CD, merge requests, issues, releases, repos, and related operations. Routes to specific glab-* sub-skills.22
- 24gitlab-protected-branch gaodes · Developer toolsGitLab protected branch management via API. Use for viewing branch protection rules, protecting and unprotecting branches, and configuring push and merge access levels.22
- 25gitlab-container gaodes · Developer toolsGitLab container registry management. Use for listing repositories, viewing and deleting image tags, and cleaning up old container images.22
- 26gitlab-webhook gaodes · Developer toolsGitLab webhook management via API. Use for listing, creating, updating, and deleting project and group webhooks, and testing webhook delivery.22
- 27gitlab-workflow Guillaume-Lombardo · Developer toolsUse when working with GitLab as the primary remote, including branches, pushes, and merge requests.21
- 28gitlab-issue gaodes · Developer toolsGitLab issue triage and workflow support. Use for creating, listing, viewing, and closing issues.21
- 29gitlab-ci partme-ai · Cloud and DevOpsProvides comprehensive guidance for GitLab CI/CD including pipeline configuration, runners, artifacts, and automation. Use when the user asks about GitLab CI, needs to create GitLab pipelines, configure CI/CD workflows, or automate deployments with GitLab.21
- 30gitlab-milestone gaodes · Developer toolsGitLab milestone management using the glab CLI and API. Use for listing, creating, and managing project milestones and sprints.21
- 31gitlab 11vated · Developer toolsGitLab - use when working on related tasks19
- 32gitlab-ci 11vated · Developer toolsGitLab CI - use when working on related tasks19
- 33gitlab-ci-basics David-Li0406 · Cloud and DevOpsUse this skill when you need automated assistance with GitLab CI basics tasks within the DevOps domain.19
- 34gitlab-pipelines David-Li0406 · Developer toolsManages GitLab pipelines. Use for listing, running pipelines. Triggers: CI triggers.19
- 35gitlab-create-merge-request David-Li0406 · Developer toolsCreate a GitLab merge request using glab CLI with the first commit message as the title18
Questions
Is there an official GitLab MCP server?
Check the publisher on each listing: servers published by GitLab itself are the official ones. The most used GitLab server here is GitLab MCP Server by zereight.
How do I connect GitLab to Claude?
Pick a server below, open its page and copy the install command for Claude Code, or the config block for Claude Desktop. Most GitLab servers need an API key or token from your GitLab account.