GitLab MCP servers and agent skills
64 MCP servers and 77 agent skills connect AI assistants to GitLab. Includes GitLab's official listings.
DevOps platform for hosting Git repositories, with issues, merge requests and CI/CD pipelines.
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141Sorted: official first, then quality and activity.Show all, including less active listings
- glabOfficial
GitLab
SkillMITlicenceUpdated Nov 12, 202648GitHub stars - GitLab MCP serverOfficial
GitLab
MCP serverRemote - GitLab MCP Server
zereight · GitLab
MCP serverRuns locallyMITlicenceUpdated Nov 10, 20262,097GitHub stars - @opentabs-dev/opentabs-plugin-gitlab
OpenTabs · GitLab
MCP serverRuns locallyMITlicenceUpdated Oct 31, 20261,019GitHub stars - analyzing-release-readiness
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars - GitLab MCP Server
José M. Requena Plens · GitLab
MCP serverLocal or remoteMITlicenceUpdated Nov 10, 202647GitHub stars - gitlab-mr-mcp
kopfrechner · GitLab
MCP serverRuns locallyMITlicenceUpdated Oct 26, 202694GitHub stars - @yoda.digital/gitlab-mcp-server
Yoda Digital · GitLab
MCP serverRuns locallyMITlicenceUpdated Aug 12, 202665GitHub stars - gitlab
MCP Armory · GitLab
MCP serverRuns locallyMITlicenceUpdated May 12, 202632GitHub stars - gitlab-ci-patterns
Seth Hobson · GitLab
SkillMITlicenceUpdated Nov 9, 202642.4KGitHub stars - gitlab-automation
davepoon · GitLab
SkillMITlicenceUpdated Nov 9, 20263,738GitHub stars - cyrus-setup-gitlab
cyrusagents · GitLab
SkillApache-2.0licenceUpdated Nov 11, 2026893GitHub stars - gitlab
Microsoft · GitLab
SkillMITlicenceUpdated Nov 11, 20261,612GitHub stars - gitlab-mcp
lynncen · GitLab
MCP serverRuns locallyMITlicenceUpdated Jan 29, 202626GitHub stars - gitlab-ci
BagelHole · GitLab
SkillMITlicenceUpdated May 22, 20261,199GitHub stars - gitlab-mcp-code-review
mehmetakinn · GitLab
MCP serverRuns locallyMITlicenceUpdated May 15, 202545GitHub stars - gitlab-workflow
GitLab
SkillApache-2.0licenceUpdated Oct 8, 2026301GitHub stars - SkillUpdated Oct 27, 2026305GitHub stars
- SkillUpdated Oct 27, 2026305GitHub stars
- aai-gitlab
GitLab
SkillApache-2.0licenceUpdated Nov 10, 2026111GitHub stars - gitlab-create-mr
GitLab
SkillMITlicenceUpdated Nov 10, 202639GitHub stars - gitlab-mr-inline-comment
GitLab
SkillMITlicenceUpdated Nov 10, 202639GitHub stars - SkillMITlicenceUpdated Nov 9, 202630GitHub stars
- gitlab
GitLab
SkillMITlicenceUpdated Nov 2, 202622GitHub stars - gitlab-cli-workflow
GitLab
SkillMITlicenceUpdated Nov 11, 202620GitHub stars - gitlab-ci-test-jobs
GitLab
SkillMITlicenceUpdated Nov 10, 202613GitHub stars - gitlab-ci-generator
GitLab
SkillMITlicenceUpdated Nov 9, 202610GitHub stars - gitlab-ci-validator
GitLab
SkillMITlicenceUpdated Nov 9, 202610GitHub stars - gitlab
GitLab
SkillUpdated Aug 25, 2026185GitHub stars - SkillMITlicenceUpdated Nov 11, 20269GitHub stars
- gitlab-issue-to-mr
GitLab
SkillMITlicenceUpdated Nov 11, 2026181GitHub stars - gitlab
GitLab
SkillMITlicenceUpdated Nov 11, 2026181GitHub stars - MCP serverRuns locallyApache-2.0licenceUpdated Nov 10, 20268GitHub stars
- GitLab
GitLab
MCP serverRuns locallyMITlicenceUpdated Nov 10, 20267GitHub stars - gitlab-ci
GitLab
SkillMITlicenceUpdated Oct 23, 20265GitHub stars - gitlab-server
GitLab
SkillApache-2.0licenceUpdated Nov 11, 20265GitHub stars - gitlab
GitLab
SkillApache-2.0licenceUpdated Nov 11, 20265GitHub stars - SkillMITlicenceUpdated Nov 2, 202697GitHub stars
- gitlab-repository-seeder
GitLab
SkillMITlicenceUpdated Nov 7, 20264GitHub stars - gitlab-docs
GitLab
SkillMITlicenceUpdated Aug 23, 202679GitHub stars - gitlab-docs
GitLab
MCP serverRuns locallyMITlicenceUpdated Nov 9, 20263GitHub stars - gitlab-glab
GitLab
SkillMITlicenceUpdated Oct 19, 20263GitHub stars - gitlab-ci-mcp
GitLab
MCP serverRuns locallyMITlicenceUpdated Nov 3, 20262GitHub stars - gitlab-cli-skills
GitLab
SkillMITlicenceUpdated Nov 10, 202650GitHub stars - MCP serverMITlicenceUpdated Oct 31, 202613GitHub stars
- gitlab-mcp
GitLab
MCP serverMITlicenceUpdated Nov 8, 202610GitHub stars - gitlab-cli-guide
GitLab
SkillUpdated Sep 27, 202624GitHub stars - gitlab:api
GitLab
SkillMITlicenceUpdated Nov 11, 202618GitHub stars - gitlab:ci-monitor
GitLab
SkillMITlicenceUpdated Nov 11, 202618GitHub stars - gitlab:merge-request
GitLab
SkillMITlicenceUpdated Nov 11, 202618GitHub stars - gitlab-mcp
GitLab
MCP serverRuns locallyApache-2.0licenceUpdated Nov 7, 20260GitHub stars - gitlab
GitLab
SkillUpdated Nov 9, 202617GitHub stars - gitlab-ci
GitLab
SkillMITlicenceUpdated Nov 5, 202616GitHub stars - SkillUpdated Oct 15, 202616GitHub stars
- gitlab-ci-kiro-pipeline
GitLab
SkillMITlicenceUpdated Sep 16, 202613GitHub stars - gitlab-public-recon
GitLab
SkillMITlicenceUpdated Nov 5, 202613GitHub stars - gitlab
GitLab
SkillApache-2.0licenceUpdated Nov 8, 202613GitHub stars - mcp-gitlab
GitLab
MCP serverApache-2.0licenceUpdated Nov 10, 20263GitHub stars - gitlab-helm-deploy
GitLab
SkillMITlicenceUpdated Sep 27, 202611GitHub stars - gitlab-cli
GitLab
SkillApache-2.0licenceUpdated Sep 22, 202610GitHub stars - gitlab-admin-docs
GitLab
SkillMITlicenceUpdated Nov 11, 20269GitHub stars - gitlab-api-docs
GitLab
SkillMITlicenceUpdated Nov 11, 20269GitHub stars - gitlab-ci-docs
GitLab
SkillMITlicenceUpdated Nov 11, 20269GitHub stars - gitlab-user-docs
GitLab
SkillMITlicenceUpdated Nov 11, 20269GitHub stars - gitlab-ci
GitLab
SkillUpdated Oct 24, 20268GitHub stars - gitlab-ci
GitLab
SkillUpdated Oct 24, 20268GitHub stars - gitlab-ci
GitLab
SkillUpdated Oct 24, 20268GitHub stars - gitlab-cli
GitLab
SkillMITlicenceUpdated Nov 9, 20268GitHub stars - gitlab-ci-docs
GitLab
SkillMITlicenceUpdated Oct 31, 20267GitHub stars - gitlab-best-practices
GitLab
SkillMITlicenceUpdated Nov 10, 20266GitHub stars - gitlab-guide
GitLab
SkillMITlicenceUpdated Nov 8, 20266GitHub stars - gitlab-epic
GitLab
SkillMITlicenceUpdated Nov 10, 20265GitHub stars - SkillMITlicenceUpdated Nov 9, 20265GitHub stars
- gitlab-ci-patterns
GitLab
SkillUpdated Nov 9, 20265GitHub stars - gitlab-ci-generator
GitLab
SkillApache-2.0licenceUpdated Jul 26, 2026337GitHub stars - gitlab-ci-validator
GitLab
SkillApache-2.0licenceUpdated Jul 26, 2026337GitHub stars - aio-gitlab
GitLab
SkillMITlicenceUpdated Oct 28, 20264GitHub stars - omnicheck-gitlab
GitLab
SkillMITlicenceUpdated Sep 16, 20264GitHub stars - omnicreate-gitlab
GitLab
SkillMITlicenceUpdated Sep 16, 20264GitHub stars - omnifix-gitlab
GitLab
SkillMITlicenceUpdated Sep 16, 20264GitHub stars - omnireview-gitlab
GitLab
SkillMITlicenceUpdated Sep 16, 20264GitHub stars - SkillApache-2.0licenceUpdated Jul 3, 202612GitHub stars
- gitlab-flow
GitLab
SkillMITlicenceUpdated Nov 12, 20263GitHub stars - gitlab-mcp-legacy
GitLab
MCP serverMITlicenceUpdated Nov 3, 20260GitHub stars - MCP serverApache-2.0licenceUpdated Nov 8, 20260GitHub stars
- gitlab-mcp-lite
GitLab
MCP serverMITlicenceUpdated Oct 28, 20260GitHub stars - MCP Gitlab
GitLab
MCP serverRuns locallyAGPL-3.0licenceUpdated Nov 10, 20262GitHub stars - GitLab MCP Server
GitLab
MCP serverRuns locallyMITlicenceUpdated Oct 16, 20261GitHub stars - gitlab-ci
GitLab
SkillUpdated Jul 10, 20265GitHub stars - gitlab-mr-mcp
GitLab
MCP serverMITlicenceUpdated Apr 2, 202625GitHub stars - gitlab-ci-patterns
GitLab
SkillMITlicenceUpdated May 15, 202674GitHub stars - SkillApache-2.0licenceUpdated Nov 4, 20260GitHub stars
- ns-gitlab-board-sync
GitLab
SkillApache-2.0licenceUpdated Nov 4, 20260GitHub stars - ns-gitlab-ci-generator
GitLab
SkillApache-2.0licenceUpdated Nov 4, 20260GitHub stars - gitlab-mcp
GitLab
MCP serverMITlicenceUpdated Nov 6, 20264GitHub stars - gitlab-ci
GitLab
SkillApache-2.0licenceUpdated Apr 17, 202647GitHub stars - gitlab-mr
GitLab
SkillApache-2.0licenceUpdated Apr 17, 202647GitHub stars - gitlab-ci
GitLab
SkillMITlicenceUpdated Mar 14, 202643GitHub stars - python-gitlab-mcp
GitLab
MCP serverMITlicenceUpdated Jan 11, 20265GitHub stars - gitlab-ci-handbook
GitLab
SkillMITlicenceUpdated Jul 7, 202616GitHub stars
Related tools
How AI connects to GitLab
GitLab offers both a REST API and a GraphQL API, along with OAuth 2.0 and webhooks for integrations. GitLab documents its own MCP server, built into GitLab at /api/v4/mcp on GitLab.com, self-managed and Dedicated instances on every tier, and generally available as of GitLab 19.5. MCP clients sign in with an OAuth token carrying the mcp scope or a fine-grained personal access token; older personal, project and group tokens are refused.
From the vendor's documentation: Extend with GitLab, GitLab MCP server
Guides:MCP servers vs agent skillsConnecting MCP servers to AI clients
Questions
- Is there an official GitLab MCP server?
- Yes. 2 listings for GitLab are published by the tool's vendor, marked Official in the table above with a link to the evidence.
- Can Claude use GitLab?
- Yes, through an MCP server. 64 MCP servers connect Claude and other AI assistants to GitLab; each listing shows how it connects and how to install it.
- Are there agent skills for GitLab?
- Yes: 77 skills are listed. Skills are folders of instructions (and sometimes scripts) that an agent loads when a task needs them.
- Which AI clients do GitLab servers and skills support?
- The listings on this page most often document cursor, claude-code, claude-desktop, vscode. Each listing shows the clients its own documentation names.