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All MCP servers
File & codeOfficial

GitLab

By GitLab

GitLab's own MCP server, equivalent in shape to the GitHub one. Useful for teams whose source-of-truth is GitLab rather than GitHub.

View sourceOfficial docs

What you can do with it

  • Summarise the state of a release: open MRs, failing pipelines, blocking issues.
  • Walk merge request history to explain why a change was made.
  • Audit pipeline failures across a group of projects.

Works with

Claude DesktopClaude CodeCursorZedWindsurfCline

Other file & code servers

Filesystem

Secure read, write, and search across a sandboxed folder on disk.

Git

Read history, search commits, diff branches, and inspect a local git repo.

GitHub

Read issues, PRs, code, and search across all repos you can access on GitHub.

What is MCP, exactly?
Plain-English definition in the glossary.
Should you build an agent?
Read the agents guide for when MCP fits in.