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GitLab MCP Server

Open-source GitLab MCP server connecting AI assistants to 850+ GitLab actions

Pluginfree

GitLab MCP Server is a free, open-source MCP server that connects AI assistants to GitLab, exposing over 850 GitLab actions through a dynamic find/execute interface, with safe read-only modes and OAuth support. It's for developers who want their AI assistant to manage merge requests, issues, pipelines, and other GitLab workflows directly, without switching to the GitLab web UI for every action.

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Developer ToolsAI Tools

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Behind the summary, Matchbox keeps a richer profile of GitLab MCP Server - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
  • Trust & credibility signals

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