18 tools that work with GitLab: 13 MCP servers, 4 Agent Skills and 1 Claude Code plugin. 0 of the remote servers answered our live check, 0 worked without an API key, and 2 come from an official or verified publisher. Ranked by GitHub stars plus official, live and free-to-try signals.
Most common uses: Git hosting, PRs, issues & code review (16), Library & API documentation lookup (2).
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| gitlab GitLab DevOps platform integration. Manage repositories, merge requests, CI/CD pipelines, issues, and wikis. Full access to GitLab's comprehensive Dev PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| gitlab-automation Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools firs SkillInstall · skills CLI | 3,743 | MIT | ||
| GitLab MCP Server GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. MCP serverGitHub-verified authorLocal · npm | 2,103 | MIT | ||
| com.mcparmory/gitlab Manage projects, groups, branches, merge requests, and CI/CD pipelines MCP serverVerified domain · mcparmory.comLocal · PyPI | 32 | — | ||
| codely-plan-create-gitlab Create a plan for the specified task and store it as GitLab issues in the repository of the current working directory. Given the URL of a GitLab issue SkillInstall · skills CLI | 316 | — | ||
| codely-plan-phase-implement-gitlab Implement one phase of a plan stored as GitLab issues in the repository of the current working directory. Given the URL of a phase (child) issue it im SkillInstall · skills CLI | 316 | — | ||
| aai-gitlab Use aai-cli to inspect and manage GitLab projects, merge requests, issues, branches, commits, source files, notes, pipelines, and job logs on gitlab.c SkillInstall · skills CLI | 111 | Apache-2.0 | ||
| GitLab MCP Server Go MCP server for GitLab: 2 dynamic tools reach ~879 actions on Free/CE, up to ~1106 on Ultimate. MCP serverGitHub-verified authorLocal · MCPB | 49 | MIT | ||
| Advanced GitLab MCP server 66 tools, 242 typed actions, 27 registry groups MCP serverGitHub-verified authorLocal · npm | 8 | Apache-2.0 | ||
| GitLab GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only MCP serverGitHub-verified authorLocal · PyPI | 7 | MIT | ||
| io.github.ozanmutlu/gitlab-docs Search and browse 2,900+ official GitLab documentation pages via MCP MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| io.github.mshegolev/gitlab-ci-mcp GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted). MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| MCP Gitlab Secure MCP server for GitLab projects, merge requests, issues, and pipelines MCP serverGitHub-verified authorLocal · PyPI | 2 | AGPL-3.0 | ||
| GitLab Documentation MCP Server Searchable access to GitLab documentation from multiple repositories with full-text search. MCP serverGitHub-verified authorLocal · Docker | 1 | MIT | ||
| GitLab MCP Server Developer-ready GitLab MCP server for CE and EE instances. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| io.github.jmshinhwa/gitlab-ci-break-lint Names the .gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| CICD AIops Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| io.github.mmedum/gitlab-mcp GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI. MCP serverGitHub-verified authorLocal · MCPB | 0 | Apache-2.0 |