MCP server for the GitLab REST API — 91 tools, 7 resources, 6 prompts for projects, MRs, draft reviews, repository files, pipelines, CI/CD, approvals and issues. MCP 2026-07-28 (MCP 2.0); GitLab.com and self-managed; OAuth 2.1 and local sign-in; run with writes or locked read-only (MCP_READ_ONLY).
python devops gitlab mcp vscode gitlab-ci pipelines ci-cd gitlab-api code-review cursor ai-agents merge-requests windsurf model-context-protocol mcp-server fastmcp gemini-cli-extension self-hosted-gitlab read-only-mode
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Updated
Oct 26, 2026 - Python