GitLab MCP Server

Production-grade MCP server exposing 86 tools for full GitLab control from any AI coding agent.

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GitLab MCP Server is a free, open-source Model Context Protocol server that gives AI coding agents like Claude or Cursor direct, typed access to GitLab through 86 tools covering repositories, issues, merge requests, and CI/CD pipelines. It works against gitlab.com or a self-hosted instance and supports a read-only mode plus OAuth-gated shared team deployments. It's aimed at developers and DevOps teams who want their AI assistant to interact directly with GitLab.

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