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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.

64 MCP servers77 skills2 officialGitLab

Last checked

All listings

141

Sorted: official first, then quality and activity.Show all, including less active listings

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.