Best MCP Servers for GitLab (2026)

The best MCP servers for GitLab — connect AI agents to your GitLab projects to browse code, manage issues and merge requests, and inspect pipelines.

Browse all GitLab servers →

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Gk Cligitkraken
Most popular in this category on AllMCPs
A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
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All In One Model Context Protocolnguyenvanduocit
Community pick
Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
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Gitlab Mr Mcpkopfrechner
Community pick
Interact seamlessly with issues and merge requests of your GitLab projects.
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Gitlab Mcp Serverjmrplens
Community pick
Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cross-platform Go binary with stdio and HTTP transports, OAuth support, auto-update, read-only and safe modes.
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Mcp Gitlab JiraHainanZhao
Community pick
Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
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Zendesk Mcpmichaelrice
Community pick
MCP server for Zendesk. Read/write tools for tickets, comments, views, macros, users, groups, organizations, and time tracking; optional Help Center knowledge base and Git-Zen GitLab integration.
1 0 0
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Gitlab Ci Mcpmshegolev
Community pick
GitLab CI/CD — pipelines, jobs, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted); published on PyPI and in the MCP Registry.
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8
Selenium Mcpseleniumboot
Community pick
Python MCP server for Selenium WebDriver — 84 tools for browser automation, element interactions, assertions, and self-healing locators, plus codegen for Java TestNG / JUnit 5 / Cucumber / pytest / C NUnit / Playwright and CI pipelines (GitHub Actions / Jenkins / GitLab CI). No ChromeDriver setup needed.
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Which GitLab MCP server should you use?

When choosing a Model Context Protocol server for GitLab, select verified or official listings if you need strict API security guarantees. For rapid local dev testing with Claude or Cursor, community-maintained tools offer zero-setup configuration blocks ready to copy-paste.

Frequently asked questions about GitLab MCP servers

What is the best GitLab MCP server?

This page ranks GitLab MCP servers by real usage across the AllMCPs directory so you can pick a maintained option.

Does it work with self-hosted GitLab?

Many GitLab MCP servers accept a custom instance URL, so they work with self-hosted and gitlab.com alike. Check the listing for a base-URL setting.

Can an agent open merge requests?

Yes, with a token that has the right scope. Prefer a project- or group-scoped token over a full-access one.

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